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Friday
, July 10
8:30am PDT
Welcome
Friday July 10, 2015 8:30am - 8:35am PDT
Faidherbe
CrowdML
8:30am PDT
Introduction
Friday July 10, 2015 8:30am - 8:40am PDT
Rubens
CML
8:30am PDT
Opening remarks
Friday July 10, 2015 8:30am - 8:40am PDT
JdF 2
MLOSS
8:30am PDT
Introduction and Overview
Friday July 10, 2015 8:30am - 8:45am PDT
Van Gogh
ActiveL
8:30am PDT
Opening Remarks
Friday July 10, 2015 8:30am - 8:45am PDT
JdF 1
stamlins
8:30am PDT
Coffee and Welcome
Friday July 10, 2015 8:30am - 8:50am PDT
Matisse
EWRL
8:35am PDT
Mihaela van der Schaar, UCLA, One Teacher for Every Student: Personalizing Education
Friday July 10, 2015 8:35am - 9:00am PDT
CdG
MLED
8:35am PDT
Matthew Lease, Time-series Modeling of Annotators in Crowdsourced Data Collection
Friday July 10, 2015 8:35am - 9:05am PDT
Faidherbe
CrowdML
8:35am PDT
John Shawe-Taylor, Sparsity Based Bounds on Learners and their Applications
Friday July 10, 2015 8:35am - 9:20am PDT
Artois
greed
8:40am PDT
Michele Sebag: The Expert in the Loop
Friday July 10, 2015 8:40am - 9:20am PDT
Rubens
CML
8:40am PDT
Matthew Rocklin: Extending the Numeric Python ecosystem beyond in-memory computing
Friday July 10, 2015 8:40am - 9:30am PDT
JdF 2
MLOSS
8:45am PDT
John Langford Efficient Agnostic Active Learning
Friday July 10, 2015 8:45am - 9:30am PDT
Van Gogh
ActiveL
8:45am PDT
Pradeep Ravikumar
Friday July 10, 2015 8:45am - 9:45am PDT
JdF 1
stamlins
8:50am PDT
Thomas G. Diettrerich, Efficient Sampling for Simulator-Defined MDPs
Friday July 10, 2015 8:50am - 10:00am PDT
Matisse
EWRL
9:00am PDT
Intro
Friday July 10, 2015 9:00am - 9:10am PDT
Pasteur
Extreme
9:00am PDT
Welcome
Friday July 10, 2015 9:00am - 9:10am PDT
Turin
FEAST
9:00am PDT
Andrew Lan, Rice University, Modeling Student Responses Using the Dealbreaker Model
Friday July 10, 2015 9:00am - 9:25am PDT
CdG
MLED
9:05am PDT
Spotlight presentations for posters
Friday July 10, 2015 9:05am - 9:30am PDT
Faidherbe
CrowdML
9:10am PDT
Manik Varma, Extreme Classification: A New Paradigm for Ranking & Recommendation
Friday July 10, 2015 9:10am - 10:00am PDT
Pasteur
Extreme
9:10am PDT
Robert P.W. Duin, Structural pattern recognition in the dissimilarity space
Friday July 10, 2015 9:10am - 10:00am PDT
Turin
FEAST
9:15am PDT
Tara Sainath, Google
Friday July 10, 2015 9:15am - 10:00am PDT
Vauban
DL
9:20am PDT
Yuxin Chen, Sequential Information Maximization: When is Greedy Near-optimal?
Friday July 10, 2015 9:20am - 9:40am PDT
Artois
greed
9:20am PDT
Oral contributions
Friday July 10, 2015 9:20am - 9:50am PDT
Rubens
CML
9:25am PDT
Thorsten Joachims, Cornell University, Learning Representations of Student Knowledge and Educational Content
Friday July 10, 2015 9:25am - 9:50am PDT
CdG
MLED
9:30am PDT
Collaborative filtering via matrix decomposition in mlpack
Friday July 10, 2015 9:30am - 9:45am PDT
JdF 2
MLOSS
9:30am PDT
Contributed Talks
Friday July 10, 2015 9:30am - 10:00am PDT
Van Gogh
ActiveL
9:30am PDT
Daoud Clarke, Who is Justin Bieber's Brother, and Other Questions - Crowdsourced Content Curation and Semantic
Friday July 10, 2015 9:30am - 10:00am PDT
Faidherbe
CrowdML
9:40am PDT
Assaf Hallak, Off-policy Model-based Learning under Unknown Factored Dynamics
Friday July 10, 2015 9:40am - 10:00am PDT
Artois
greed
9:45am PDT
BLOG: a probabilistic programming language for open-universe contingent Bayesian networks
Friday July 10, 2015 9:45am - 10:00am PDT
JdF 2
MLOSS
9:45am PDT
Multidimensional classifiers for neuroanatomical data
Friday July 10, 2015 9:45am - 10:00am PDT
JdF 1
stamlins
9:50am PDT
Poster spotlights
Friday July 10, 2015 9:50am - 10:00am PDT
Rubens
CML
9:50am PDT
Mehdi Sajjadi, University of Hamburg, Peer Grading in a Course on Algorithms and Data Structures: Machine Learning Algorithms do not Improve over Simple Baselines
Friday July 10, 2015 9:50am - 10:10am PDT
CdG
MLED
10:00am PDT
Poster Session
Friday July 10, 2015 10:00am - 10:30am PDT
Van Gogh
ActiveL
10:00am PDT
Coffee Break
Friday July 10, 2015 10:00am - 10:30am PDT
Vauban
DL
10:30am PDT
Matteus Tanha, Tse-Han Huang, Geoffrey J. Gordon and David J. Yaron, Imitation Learning for Accelerating Iterative Computation of Fixed Points
Friday July 10, 2015 10:30am - 10:50am PDT
Matisse
EWRL
10:30am PDT
Mykola Pechenizkiy, Eindhoven University of Technology, Grand challenges in Educational Data Mining
Friday July 10, 2015 10:30am - 10:55am PDT
CdG
MLED
10:30am PDT
Mausam, Intelligent Control meets Crowdsourcing
Friday July 10, 2015 10:30am - 11:00am PDT
Faidherbe
CrowdML
10:30am PDT
Javier Gonzalez: Bayesian optimization for synthetic gene design
Friday July 10, 2015 10:30am - 11:10am PDT
Rubens
CML
10:30am PDT
Andreas Krause
Friday July 10, 2015 10:30am - 11:15am PDT
Van Gogh
ActiveL
10:30am PDT
Yann Ollivier, Paris-Sud University
Friday July 10, 2015 10:30am - 11:15am PDT
Vauban
DL
10:30am PDT
Kveton Branislav, Learning to Act Greedily: Matroid and Polymatroid Bandits
Friday July 10, 2015 10:30am - 11:15am PDT
Artois
greed
10:30am PDT
Jason Weston, Hashtags, Clicks and Likes: Supervision for Content-based Posts
Friday July 10, 2015 10:30am - 11:20am PDT
Pasteur
Extreme
10:30am PDT
Florence d'Alche-Buc, Learning operator-valued kernels in multiple output regression
Friday July 10, 2015 10:30am - 11:20am PDT
Turin
FEAST
10:30am PDT
Morten Morup
Friday July 10, 2015 10:30am - 11:30am PDT
JdF 1
stamlins
10:30am PDT
Spotlights
Friday July 10, 2015 10:30am - 12:00pm PDT
JdF 2
MLOSS
10:50am PDT
Matteo Pirotta and Marcello Restelli, On the Minimization of the Policy Gradient in Inverse Reinforcement Learning
Friday July 10, 2015 10:50am - 11:10am PDT
Matisse
EWRL
10:55am PDT
Jerry Zhu, University of Wisconsin Madison, Machine Teaching
Friday July 10, 2015 10:55am - 11:20am PDT
CdG
MLED
11:05am PDT
Alya Abbott and Ioannis Antonellis, Understanding Upwork's Freelancer and Job search
Friday July 10, 2015 11:05am - 11:55am PDT
Faidherbe
CrowdML
11:10am PDT
Philip Bachman and Doina Precup, Learning Policies for Data Imputation with Guided Policy Search
Friday July 10, 2015 11:10am - 11:30am PDT
Matisse
EWRL
11:10am PDT
Poster spotlights and Poster session
Friday July 10, 2015 11:10am - 12:00pm PDT
Rubens
CML
11:15am PDT
Exploring Models and Data for Image Question Answering
Friday July 10, 2015 11:15am - 11:35am PDT
Vauban
DL
11:15am PDT
Steve Hanneke Recent Advances in the Theory of Active Learning
Friday July 10, 2015 11:15am - 12:00pm PDT
Van Gogh
ActiveL
11:15am PDT
Aurelien Bellet, The Frank-Wolfe Algorithm: Recent Results and Applications to High-Dimensional Similarity Learning and Distributed Optimization
Friday July 10, 2015 11:15am - 12:00pm PDT
Artois
greed
11:20am PDT
Locally Non-linear Embeddings for Extreme Multi-Label Learning (Kush Bhatia, Himanshu Jain, Purushottam Kar, Prateek Jain and Manik Varma)
Friday July 10, 2015 11:20am - 11:40am PDT
Pasteur
Extreme
11:20am PDT
Piyush Rai, Duke University, Scalable Bayesian Latent Factor Models for Binary Matrices and Tensors
Friday July 10, 2015 11:20am - 11:45am PDT
CdG
MLED
11:30am PDT
Removal of muscular artefacts for the analysis of brain oscillations: Comparison between ICA and SSD
Friday July 10, 2015 11:30am - 11:45am PDT
JdF 1
stamlins
11:30am PDT
Chiyuan Zhang, Structured output learning for automatic geophysical feature detection
Friday July 10, 2015 11:30am - 11:55am PDT
Turin
FEAST
11:30am PDT
Herke Van Hoof, Jan Peters and Gerhard Neumann, Non-Parametric Policy Learning for High-Dimensional State Representations
Friday July 10, 2015 11:30am - 12:00pm PDT
Matisse
EWRL
11:40am PDT
From STDP towards Biologically Plausible Deep Learning
Friday July 10, 2015 11:40am - 12:00pm PDT
Vauban
DL
11:40am PDT
Consistent Label Tree Classifiers for Extreme Multi-Label Classification (Kalina Jasinska and Krzysztof Dembczynski)
Friday July 10, 2015 11:40am - 12:00pm PDT
Pasteur
Extreme
11:45am PDT
Automated measurement and prediction of consciousness in vegetative state and minimally conscious patients
Friday July 10, 2015 11:45am - 12:00pm PDT
JdF 1
stamlins
11:45am PDT
Zoran Popovic, University of Washington, Generative Optimization of the Learning Ecosystem
Friday July 10, 2015 11:45am - 12:10pm PDT
CdG
MLED
11:55am PDT
Tomoki Tokuda, Multiple clustering in nonparametric mixture models based on co-clustering views
Friday July 10, 2015 11:55am - 12:20pm PDT
Turin
FEAST
1:45pm PDT
Oriol Vinyals, Google
Friday July 10, 2015 1:45pm - 2:30pm PDT
Vauban
DL
1:45pm PDT
Matthew Blaschko, Non-modular losses in structured prediction with applications to computer vision
Friday July 10, 2015 1:45pm - 2:35pm PDT
Turin
FEAST
1:50pm PDT
Poster Spotlight
Friday July 10, 2015 1:50pm - 2:00pm PDT
CdG
MLED
2:00pm PDT
Jeffrey P. Bigham, Interactive and Deployable Work With Crowds
Friday July 10, 2015 2:00pm - 2:30pm PDT
Faidherbe
CrowdML
2:00pm PDT
Poster Session
Friday July 10, 2015 2:00pm - 2:30pm PDT
CdG
MLED
2:00pm PDT
François Pachet: Modeling and Manipulating style: a new challenge for Artificial Intelligence
Friday July 10, 2015 2:00pm - 2:40pm PDT
Rubens
CML
2:00pm PDT
Jeff Schneider
Friday July 10, 2015 2:00pm - 2:45pm PDT
Van Gogh
ActiveL
2:00pm PDT
Ke Wei, Conjugate Gradient Iterative Hard Thresholding for Compressed Sensing and Matrix Completion
Friday July 10, 2015 2:00pm - 2:45pm PDT
Artois
greed
2:00pm PDT
John Langford, The Elusive Theory of Efficient Classification
Friday July 10, 2015 2:00pm - 2:50pm PDT
Pasteur
Extreme
2:00pm PDT
John Myles White: Julia's Approach to Open Source Machine Learning
Friday July 10, 2015 2:00pm - 2:50pm PDT
JdF 2
MLOSS
2:00pm PDT
Invited Talk. Marcus Hutter
Friday July 10, 2015 2:00pm - 3:00pm PDT
Matisse
EWRL
2:00pm PDT
Alexandre Gramfort
Friday July 10, 2015 2:00pm - 3:00pm PDT
JdF 1
stamlins
2:30pm PDT
Spotlight presentations for posters
Friday July 10, 2015 2:30pm - 2:45pm PDT
Faidherbe
CrowdML
2:30pm PDT
Mehran Sahami, Stanford University, Statistical Modeling to Understand the Dynamics of Student Populations
Friday July 10, 2015 2:30pm - 2:55pm PDT
CdG
MLED
2:30pm PDT
Jason Weston, Facebook
Friday July 10, 2015 2:30pm - 3:15pm PDT
Vauban
DL
2:35pm PDT
Morteza Alamgir, A framework for building new graph kernels
Friday July 10, 2015 2:35pm - 3:00pm PDT
Turin
FEAST
2:40pm PDT
Oral contributions
Friday July 10, 2015 2:40pm - 3:10pm PDT
Rubens
CML
2:45pm PDT
Victor Naroditskiy Veri.ly: Crowdsourcing Fact-Checking
Friday July 10, 2015 2:45pm - 3:15pm PDT
Faidherbe
CrowdML
2:45pm PDT
Maja Temerinac-Ott Active learning for multidimensional experimental spaces of biological responses to perturbagens
Friday July 10, 2015 2:45pm - 3:30pm PDT
Van Gogh
ActiveL
2:45pm PDT
Guy Lever, Greedy Function Approximation for Efficient Non-Parametric Approaches to Reinforcement Learning
Friday July 10, 2015 2:45pm - 3:30pm PDT
Artois
greed
2:50pm PDT
Caffe: Community Architecture for Fast Feature Embedding
Friday July 10, 2015 2:50pm - 3:05pm PDT
JdF 2
MLOSS
2:50pm PDT
Rademacher Complexity Margin Bounds for Learning with a Large Number of Classes (Vitaly Kuznetsov, Mehryar Mohri and Umar Syed)
Friday July 10, 2015 2:50pm - 3:10pm PDT
Pasteur
Extreme
2:55pm PDT
Igor Labutov, Cornell University, Curriculum Mining: Towards Connecting Resources that Explain
Friday July 10, 2015 2:55pm - 3:20pm PDT
CdG
MLED
3:00pm PDT
Fast clustering for scalable statistical analysis on structured images
Friday July 10, 2015 3:00pm - 3:15pm PDT
JdF 1
stamlins
3:00pm PDT
Jan Leike and Marcus Hutter, On the Optimality of General Reinforcement Learners
Friday July 10, 2015 3:00pm - 3:20pm PDT
Matisse
EWRL
3:05pm PDT
Unconference discussion
Friday July 10, 2015 3:05pm - 4:00pm PDT
JdF 2
MLOSS
3:10pm PDT
Sequential Dynamic Classification for Large Scale Multiclass Problems (Raphael Puget, Nicolas Baskiotis and Patrick Gallinari)
Friday July 10, 2015 3:10pm - 3:30pm PDT
Pasteur
Extreme
3:10pm PDT
Poster spotlights and Poster session
Friday July 10, 2015 3:10pm - 4:00pm PDT
Rubens
CML
3:10pm PDT
Vitaly Kuznetsov, Ensemble methods for structured prediction
Friday July 10, 2015 3:10pm - 4:00pm PDT
Turin
FEAST
3:15pm PDT
Spotlight presentations for posters
Friday July 10, 2015 3:15pm - 3:30pm PDT
Faidherbe
CrowdML
3:15pm PDT
Data augmentation in Riemannian space for Brain-Computer Interfaces
Friday July 10, 2015 3:15pm - 3:30pm PDT
JdF 1
stamlins
3:15pm PDT
Jorge Nocedal, Northwestern University
Friday July 10, 2015 3:15pm - 4:00pm PDT
Vauban
DL
3:20pm PDT
Ashique Rupam Mahmood, Huizhen Yu, Martha White and Richard Sutton, Emphatic Temporal-Difference Learning
Friday July 10, 2015 3:20pm - 3:40pm PDT
Matisse
EWRL
3:20pm PDT
Burr Settles, Duolingo, Machine Learning for Spaced Repetition and Variable Rewards
Friday July 10, 2015 3:20pm - 3:45pm PDT
CdG
MLED
3:30pm PDT
Spatio-Temporal Modeling of EEG Data for Understanding Working Memory
Friday July 10, 2015 3:30pm - 3:45pm PDT
JdF 1
stamlins
3:30pm PDT
Large-scale Bayesian Multi-label Learning via Positive Labels Only (Piyush Rai, Changwei Hu, Ricardo Henao and Lawrence Carin)
Friday July 10, 2015 3:30pm - 3:50pm PDT
Pasteur
Extreme
3:30pm PDT
Alexandre Drouin, Greedy Biomarker Discovery in the Genome with Applications to Antimicrobial Resistance
Friday July 10, 2015 3:30pm - 3:50pm PDT
Artois
greed
3:30pm PDT
Long Tran-Thanh, How to Achieve Good Quality of Service under Budget Constraints in Crowdsourcing Systems
Friday July 10, 2015 3:30pm - 4:00pm PDT
Faidherbe
CrowdML
3:30pm PDT
Poster Session
Friday July 10, 2015 3:30pm - 5:00pm PDT
Van Gogh
ActiveL
3:40pm PDT
Ludovic Denoyer and Patrick Gallinari, Deep Sequential Neural Networks
Friday July 10, 2015 3:40pm - 4:00pm PDT
Matisse
EWRL
3:45pm PDT
Correlations of correlations are not reliable statistics: implications for multivariate pattern analysis
Friday July 10, 2015 3:45pm - 4:00pm PDT
JdF 1
stamlins
3:45pm PDT
Jacob Whitehill, HarvardX, Automatic Recognition of Student (Dis)engagement
Friday July 10, 2015 3:45pm - 4:10pm PDT
CdG
MLED
3:50pm PDT
poster sessions
Friday July 10, 2015 3:50pm - 4:30pm PDT
Artois
greed
4:00pm PDT
Poster session.
Friday July 10, 2015 4:00pm - 5:00pm PDT
Matisse
EWRL
4:30pm PDT
Yash Sastangi, Exploiting Submodular Value Functions for Faster Dynamic Sensor Selection
Friday July 10, 2015 4:30pm - 4:50pm PDT
Artois
greed
4:30pm PDT
Alina von Davier, ETS, Virtual & Collaborative Assessments: Examples, Implications and Challenges for Educational Measurement
Friday July 10, 2015 4:30pm - 4:55pm PDT
CdG
MLED
4:30pm PDT
Julian Eisenschlos, Efficient Crowdsourcing at Facebook - The Thousand-Coin Model
Friday July 10, 2015 4:30pm - 5:00pm PDT
Faidherbe
CrowdML
4:30pm PDT
Gael Varoquaux: From flop to success in academic software development
Friday July 10, 2015 4:30pm - 5:00pm PDT
JdF 2
MLOSS
4:30pm PDT
Ryan Adams: Designing Molecules with Deep Learning and Bayesian Optimization
Friday July 10, 2015 4:30pm - 5:10pm PDT
Rubens
CML
4:30pm PDT
Jia Deng, Knowledge-Driven Recognition of Objects and Actions
Friday July 10, 2015 4:30pm - 5:20pm PDT
Pasteur
Extreme
4:30pm PDT
Poster session
Friday July 10, 2015 4:30pm - 5:30pm PDT
JdF 1
stamlins
4:30pm PDT
Posters (see Accepted abstracts) with best poster award
Friday July 10, 2015 4:30pm - 6:00pm PDT
Turin
FEAST
4:50pm PDT
Cedric Herzet, Beyond Uniform Analysis: Exploiting the Decay of Sparse Vectors
Friday July 10, 2015 4:50pm - 5:35pm PDT
Artois
greed
4:55pm PDT
Joseph Jay Williams, HarvardX, MOOClets: An Abstraction and API for Machine Learning Research to Optimize and Personalize Users’ Interactions with Large-scale Online Technologies
Friday July 10, 2015 4:55pm - 5:20pm PDT
CdG
MLED
5:00pm PDT
Adam Kalai Crowdsourcing Feature Discovery via Adaptively Chosen Comparisons
Friday July 10, 2015 5:00pm - 5:45pm PDT
Van Gogh
ActiveL
5:00pm PDT
Posters
Friday July 10, 2015 5:00pm - 6:00pm PDT
Faidherbe
CrowdML
5:00pm PDT
Invited Talk. Shie Mannor
Friday July 10, 2015 5:00pm - 6:00pm PDT
Matisse
EWRL
5:00pm PDT
Hackathon: Altmetrics
Friday July 10, 2015 5:00pm - 6:00pm PDT
JdF 2
MLOSS
5:10pm PDT
Best contributed talk
Friday July 10, 2015 5:10pm - 5:30pm PDT
Rubens
CML
5:20pm PDT
Label Filters for Large Scale Multilabel Classification (Alexandru Niculescu-Mizil and Ehsan Abbasnejad)
Friday July 10, 2015 5:20pm - 5:40pm PDT
Pasteur
Extreme
5:20pm PDT
Chris Piech, Stanford University, Deep Knowledge Tracing
Friday July 10, 2015 5:20pm - 5:45pm PDT
CdG
MLED
5:30pm PDT
Moderated discussion
Friday July 10, 2015 5:30pm - 6:00pm PDT
Rubens
CML
5:30pm PDT
Discussion and closing remarks
Friday July 10, 2015 5:30pm - 6:00pm PDT
JdF 1
stamlins
5:40pm PDT
Wrap-up
Friday July 10, 2015 5:40pm - 6:00pm PDT
Pasteur
Extreme
5:45pm PDT
General discussion and closing remarks
Friday July 10, 2015 5:45pm - 6:00pm PDT
CdG
MLED
5:45pm PDT
Burr Settles Inter-Active Learning with Queries on Instances and Features
Friday July 10, 2015 5:45pm - 6:30pm PDT
Van Gogh
ActiveL
5:55pm PDT
Closing
Friday July 10, 2015 5:55pm - 6:00pm PDT
JdF 2
MLOSS
Saturday
, July 11
8:30am PDT
Welcome and introduction
Saturday July 11, 2015 8:30am - 8:40am PDT
Artois
Demand
8:30am PDT
Tutorial. Marc Bellemare, The Atari Learning Environment
Saturday July 11, 2015 8:30am - 9:00am PDT
Matisse
EWRL2
8:40am PDT
Gregory Duncan (Amazon and University of Washington)
Saturday July 11, 2015 8:40am - 9:20am PDT
Artois
Demand
8:45am PDT
Welcome and Opening Remarks
Saturday July 11, 2015 8:45am - 8:55am PDT
Rubens
MLIS
8:45am PDT
Introduction
Saturday July 11, 2015 8:45am - 8:55am PDT
Faidherbe
MUD
8:45am PDT
Open
Saturday July 11, 2015 8:45am - 9:00am PDT
JdF 2
MedImag
8:55am PDT
Kristian Kersting, Poisson Dependency Networks: Gradient Boosted Models for Multivariate Count Data
Saturday July 11, 2015 8:55am - 9:40am PDT
Faidherbe
MUD
8:55am PDT
Juergen Schmidhuber, PowerPlay: training an increasingly general (reinforcement learning) problem solver by continually searching for the simplest still unsolvable problem
Saturday July 11, 2015 8:55am - 9:45am PDT
Rubens
MLIS
9:00am PDT
Introduction
Saturday July 11, 2015 9:00am - 9:10am PDT
CdG
FATML
9:00am PDT
Introduction by the organizers
Saturday July 11, 2015 9:00am - 9:15am PDT
Pasteur
Kernels
9:00am PDT
Julien Demouth, NVIDIA
Saturday July 11, 2015 9:00am - 9:15am PDT
JdF 2
MedImag
9:00am PDT
Organizers Talk/Introduction
Saturday July 11, 2015 9:00am - 9:20am PDT
Turin
Ressource
9:00am PDT
Invited Talk. David Silver
Saturday July 11, 2015 9:00am - 10:00am PDT
Matisse
EWRL2
9:10am PDT
Matthew Hoffmann (Cambridge), Bandits and Bayesian optimization for AutoML
Saturday July 11, 2015 9:10am - 9:50am PDT
Van Gogh
autoML
9:10am PDT
Nick Diakopoulos Algorithmic Accountability and Transparency in Journalism
Saturday July 11, 2015 9:10am - 10:00am PDT
CdG
FATML
9:15am PDT
Neil Lawrence, Sheffield University
Saturday July 11, 2015 9:15am - 10:00am PDT
Vauban
DL2
9:15am PDT
Zaid Harchaoui, Deeper Kernel Machines: Recent Advances
Saturday July 11, 2015 9:15am - 10:00am PDT
Pasteur
Kernels
9:15am PDT
Ben Glocker, Imperial College London, Semantic Imaging: Learning to Understand Medical Images
Saturday July 11, 2015 9:15am - 10:00am PDT
JdF 2
MedImag
9:20am PDT
Introductory Remarks
Saturday July 11, 2015 9:20am - 9:30am PDT
JdF 1
Music
9:20am PDT
Joe Wang
Saturday July 11, 2015 9:20am - 9:40am PDT
Turin
Ressource
9:20am PDT
Brian Seaman (WalmartLabs)
Saturday July 11, 2015 9:20am - 10:00am PDT
Artois
Demand
9:30am PDT
Brian McFee, NYU, The Role of Structure Analysis in Music Discovery
Saturday July 11, 2015 9:30am - 10:00am PDT
JdF 1
Music
9:40am PDT
Short papers spotlights
Saturday July 11, 2015 9:40am - 9:55am PDT
Faidherbe
MUD
9:40am PDT
Matt Kusner
Saturday July 11, 2015 9:40am - 10:00am PDT
Turin
Ressource
9:45am PDT
Imitation Learning Applied to Embodied Conversational Agent, Bilal Piot, Olivier Pietquin and Matthieu Geist
Saturday July 11, 2015 9:45am - 10:00am PDT
Rubens
MLIS
9:50am PDT
Poster Spotlights
Saturday July 11, 2015 9:50am - 10:00am PDT
Van Gogh
autoML
10:00am PDT
Jacob Abernethy
Saturday July 11, 2015 10:00am - 10:30am PDT
Turin
Ressource
10:30am PDT
Alexander Loktyushin, Retrospective motion correction of magnitude-input MR images
Saturday July 11, 2015 10:30am - 10:45am PDT
JdF 2
MedImag
10:30am PDT
Efficient Real-Time Pixelwise Object Class Labeling for Safe Human-Robot Collaboration in Industrial Domain, Vivek Sharma, Frank Dittrich, Sule Yildirim-Yayilgan and Luc Van Gool
Saturday July 11, 2015 10:30am - 10:45am PDT
Rubens
MLIS
10:30am PDT
Orly Avner and Shie Mannor, Learning to coordinate without communication in multi-user multi-armed bandit problems
Saturday July 11, 2015 10:30am - 10:50am PDT
Matisse
EWRL2
10:30am PDT
Joelle Pineau, Analyzing Open Data from the City of Montreal
Saturday July 11, 2015 10:30am - 10:55am PDT
Faidherbe
MUD
10:30am PDT
Philippe Hamel, Google, To Have a Tiger by the Tail: Improving Music Recommendation for International Users
Saturday July 11, 2015 10:30am - 11:00am PDT
JdF 1
Music
10:30am PDT
Michele Sebag (CNRS), Algorithm Recommendation as Collaborative Filtering
Saturday July 11, 2015 10:30am - 11:10am PDT
Van Gogh
autoML
10:30am PDT
Nicolas Chapados (ApSTAT Technologies)
Saturday July 11, 2015 10:30am - 11:10am PDT
Artois
Demand
10:30am PDT
Sara Hajian Discrimination- and Privacy-Aware Data Mining
Saturday July 11, 2015 10:30am - 11:10am PDT
CdG
FATML
10:30am PDT
Roland Memisevic, University of Montreal
Saturday July 11, 2015 10:30am - 11:15am PDT
Vauban
DL2
10:30am PDT
Marius Kloft, Large-scale Multi-Task and Multiple Kernel Learning
Saturday July 11, 2015 10:30am - 11:15am PDT
Pasteur
Kernels
10:40am PDT
Ofer Dekel
Saturday July 11, 2015 10:40am - 11:00am PDT
Turin
Ressource
10:45am PDT
Amir Alansary, Automatic brain localisation in foetal MRI using superpixel graphs
Saturday July 11, 2015 10:45am - 11:00am PDT
JdF 2
MedImag
10:45am PDT
Human-Guided Learning of Social Action Selection for Robot-Assisted Therapy, Emmanuel Senft, Paul Baxter and Tony Belpaeme
Saturday July 11, 2015 10:45am - 11:00am PDT
Rubens
MLIS
10:50am PDT
Aristide Tossou and Christos Dimitrakakis, Differentially private multi-agent multi-armed bandits
Saturday July 11, 2015 10:50am - 11:10am PDT
Matisse
EWRL2
10:55am PDT
Lidia Contreras Ochando, Airvlc: An application for realFtime forecasting urban air pollution
Saturday July 11, 2015 10:55am - 11:10am PDT
Faidherbe
MUD
11:00am PDT
Teaching iCub to recognize objects using deep Convolutional Neural Networks, Giulia Pasquale, Carlo Ciliberto, Francesca Odone, Lorenzo Rosasco and Lorenzo Natale
Saturday July 11, 2015 11:00am - 11:15am PDT
Rubens
MLIS
11:00am PDT
Arthur Flexer, Austrian Research Institute for Artificial Intelligence, The Impact of Hubness on Music Recommendation
Saturday July 11, 2015 11:00am - 11:30am PDT
JdF 1
Music
11:00am PDT
Yoshua Bengio
Saturday July 11, 2015 11:00am - 11:40am PDT
Turin
Ressource
11:00am PDT
Bertrand Thirion, INRIA, Learning representations from functional brain images
Saturday July 11, 2015 11:00am - 11:45am PDT
JdF 2
MedImag
11:10am PDT
Albrecht Zimmermann, Profiling users of the Velo'v bike sharing system
Saturday July 11, 2015 11:10am - 11:25am PDT
Faidherbe
MUD
11:10am PDT
Poster spotlights
Saturday July 11, 2015 11:10am - 11:30am PDT
Van Gogh
autoML
11:10am PDT
Yahel David and Nahum Shimkin, PAC Algorithms for the Infinitely-Many Armed Problem with Multiple Pools
Saturday July 11, 2015 11:10am - 11:30am PDT
Matisse
EWRL2
11:10am PDT
Shie Mannor (Technion)
Saturday July 11, 2015 11:10am - 11:50am PDT
Artois
Demand
11:10am PDT
Salvatore Ruggieri Privacy Attacks and Anonymization Methods as Tools for Discrimination Discovery and Fairness
Saturday July 11, 2015 11:10am - 11:50am PDT
CdG
FATML
11:15am PDT
Massively Parallel Methods for Deep Reinforcement Learning
Saturday July 11, 2015 11:15am - 11:35am PDT
Vauban
DL2
11:15am PDT
Neil Lawrence, Large Scale Learning in Gaussian Processes
Saturday July 11, 2015 11:15am - 12:00pm PDT
Pasteur
Kernels
11:15am PDT
Ruslan Salakhutdinov, Learning Recurrent Attention Models
Saturday July 11, 2015 11:15am - 12:05pm PDT
Rubens
MLIS
11:25am PDT
Nikolas Zygouras, Towards detection of faulty traffic sensors in real-time
Saturday July 11, 2015 11:25am - 11:40am PDT
Faidherbe
MUD
11:30am PDT
1st Poster Session
Saturday July 11, 2015 11:30am - 12:00pm PDT
Van Gogh
autoML
11:30am PDT
Gergely Neu, Explore no more: Simple and tight high-probability bounds for non-stochastic bandits
Saturday July 11, 2015 11:30am - 12:00pm PDT
Matisse
EWRL2
11:30am PDT
Sander Dieleman, Ghent University, Deep Content-Based Music Recommendation
Saturday July 11, 2015 11:30am - 12:00pm PDT
JdF 1
Music
11:40am PDT
Indre Zliobaite, Accessibility by public transport predicts residential real estate prices: a case study in Helsinki region
Saturday July 11, 2015 11:40am - 11:55am PDT
Faidherbe
MUD
11:40am PDT
Nonlinear Hebbian learning as a universal principle in unsupervised feature learning
Saturday July 11, 2015 11:40am - 12:00pm PDT
Vauban
DL2
11:40am PDT
Balazs Kegl
Saturday July 11, 2015 11:40am - 12:00pm PDT
Turin
Ressource
11:45am PDT
Orhan Firat, Learning Deep Temporal Representations for fMRI Brain Decoding
Saturday July 11, 2015 11:45am - 12:00pm PDT
JdF 2
MedImag
11:50am PDT
Toshihiro Kamishima and Kazuto Fukuchi Future Directions of Fairness-Aware Data Mining: Recommendation, Causality, and Theoretical Aspects
Saturday July 11, 2015 11:50am - 12:30pm PDT
CdG
FATML
11:55am PDT
Thomas Liebig, Distributed Traffic Flow Prediction with Label Proportions
Saturday July 11, 2015 11:55am - 12:10pm PDT
Faidherbe
MUD
12:00pm PDT
Marc Deisenroth, Robust Bayesian Committee Machine for Large-Scale Gaussian Processes
Saturday July 11, 2015 12:00pm - 12:15pm PDT
Pasteur
Kernels
12:00pm PDT
Marco Lorenzi, Modelling Non-Stationary and Non-Separable Spatio-Temporal Changes in Neurodegeneration via Gaussian Process Convolution
Saturday July 11, 2015 12:00pm - 12:15pm PDT
JdF 2
MedImag
12:00pm PDT
Bob L. Sturm, Queen Mary University of London, The Scientific Evaluation of Music Content Analysis Systems: Valid Empirical Foundations for Future Real-World Impact
Saturday July 11, 2015 12:00pm - 12:30pm PDT
JdF 1
Music
12:05pm PDT
Discussion session 1
Saturday July 11, 2015 12:05pm - 12:30pm PDT
Rubens
MLIS
12:15pm PDT
Byron Boots, Large-Scale Gaussian Process Regression via Doubly Stochastic Gradient Descent
Saturday July 11, 2015 12:15pm - 12:30pm PDT
Pasteur
Kernels
12:15pm PDT
Jonathan Young, Improving MRI brain image classification with anatomical regional kernels
Saturday July 11, 2015 12:15pm - 12:30pm PDT
JdF 2
MedImag
12:30pm PDT
poster session & lunch break
Saturday July 11, 2015 12:30pm - 2:30pm PDT
Pasteur
Kernels
1:45pm PDT
Rajesh Ranganath, Princeton University
Saturday July 11, 2015 1:45pm - 2:30pm PDT
Vauban
DL2
2:00pm PDT
Muhammad Bilal Zafar, Isabel Valera Martinez, Manuel Gomez Rodriguez, and Krishna Gummadi Fairness Constraints: A Mechanism for Fair Classification
Saturday July 11, 2015 2:00pm - 2:30pm PDT
CdG
FATML
2:00pm PDT
Geoffroy Peeters, IRCAM, When Audio Features Reach Machine Learning
Saturday July 11, 2015 2:00pm - 2:30pm PDT
JdF 1
Music
2:00pm PDT
Juergen Schmidhuber (IDSIA), Recursive Self-Improvement
Saturday July 11, 2015 2:00pm - 2:40pm PDT
Van Gogh
autoML
2:00pm PDT
Rafal Weron (Wroclaw University of Technology)
Saturday July 11, 2015 2:00pm - 2:40pm PDT
Artois
Demand
2:00pm PDT
Eleni Pratsini, Using Big Mobile Data to Analyze Social Events in Cities
Saturday July 11, 2015 2:00pm - 2:45pm PDT
Faidherbe
MUD
2:00pm PDT
Bjorn Schuller, Less Input: Cooperative Learning for Emotionally Intelligent Systems
Saturday July 11, 2015 2:00pm - 2:50pm PDT
Rubens
MLIS
2:00pm PDT
Invited Talk. Lihong Li
Saturday July 11, 2015 2:00pm - 3:00pm PDT
Matisse
EWRL2
2:10pm PDT
Cedric Archambeau
Saturday July 11, 2015 2:10pm - 2:30pm PDT
Turin
Ressource
2:30pm PDT
Matthew Prockup, Drexel University, Pandora Media, Modeling Rhythmic Attributes in Music At Scale with Tree Ensembles and the Music Genome Project
Saturday July 11, 2015 2:30pm - 2:50pm PDT
JdF 1
Music
2:30pm PDT
Benjamin Fish, Jeremy Kun, and Adam D. Lelkes Fair Boosting: A Case Study
Saturday July 11, 2015 2:30pm - 3:00pm PDT
CdG
FATML
2:30pm PDT
Csaba Szepesvari
Saturday July 11, 2015 2:30pm - 3:10pm PDT
Turin
Ressource
2:30pm PDT
Ian Goodfellow, Google
Saturday July 11, 2015 2:30pm - 3:15pm PDT
Vauban
DL2
2:30pm PDT
Francis Bach, Sharp analysis of random feature expansions
Saturday July 11, 2015 2:30pm - 3:15pm PDT
Pasteur
Kernels
2:30pm PDT
John Ashburner, UCL, Applying pattern recognition to anatomical scans
Saturday July 11, 2015 2:30pm - 3:15pm PDT
JdF 2
MedImag
2:40pm PDT
David Duvenaud (Harvard), Automatically constructing models, and automatically explaining them, too.
Saturday July 11, 2015 2:40pm - 3:20pm PDT
Van Gogh
autoML
2:40pm PDT
Jean Michel Poggi (Univ. Paris Descartes and Univ. Paris-Sud Orsay, LMO)
Saturday July 11, 2015 2:40pm - 3:20pm PDT
Artois
Demand
2:45pm PDT
Axel Schulz, Event-based Clustering for Reducing Labeling Costs of Incident-Related Microposts
Saturday July 11, 2015 2:45pm - 3:00pm PDT
Faidherbe
MUD
2:50pm PDT
Latent Goal Analysis for Dimension Reduction in Reinforcement Learning, Matthias Rolf and Minoru Asada
Saturday July 11, 2015 2:50pm - 3:05pm PDT
Rubens
MLIS
2:50pm PDT
Dawen Liang, Columbia University, Content-Aware Collaborative Music Recommendation Using Pre-trained Neural Networks
Saturday July 11, 2015 2:50pm - 3:10pm PDT
JdF 1
Music
3:00pm PDT
Boris Chidlovskii, Improved Trip Planning by Learning from Travelers' Choices
Saturday July 11, 2015 3:00pm - 3:15pm PDT
Faidherbe
MUD
3:00pm PDT
Aviv Tamar, Yinlam Chow, Mohammad Ghavamzadeh and Shie Mannor, Policy Gradient for Coherent Risk Measures
Saturday July 11, 2015 3:00pm - 3:20pm PDT
Matisse
EWRL2
3:00pm PDT
Zubin Jelveh and Michael Luca Towards Diagnosing Accuracy Loss in Discrimination-Aware Classification: An Application to Predictive Policing
Saturday July 11, 2015 3:00pm - 3:30pm PDT
CdG
FATML
3:05pm PDT
Online Mean Field Approximation for Automated Experimentation, Shaona Ghosh and Adam Prugel-Bennett
Saturday July 11, 2015 3:05pm - 3:20pm PDT
Rubens
MLIS
3:10pm PDT
Thomas Wilmering, Queen Mary University of London, Towards High Level Feature Extraction from Large Live Music Recording Archives
Saturday July 11, 2015 3:10pm - 3:30pm PDT
JdF 1
Music
3:10pm PDT
Manik Varma
Saturday July 11, 2015 3:10pm - 3:50pm PDT
Turin
Ressource
3:15pm PDT
Claudio Stamile, A Graph Based Classification Method for Multiple Sclerosis Clinical Form Using Support Vector Machine
Saturday July 11, 2015 3:15pm - 3:30pm PDT
JdF 2
MedImag
3:15pm PDT
Stefan Funke, Automatic Extrapolation of MissF ing Road Network Data in OpenStreetMap
Saturday July 11, 2015 3:15pm - 3:30pm PDT
Faidherbe
MUD
3:15pm PDT
Karol Gregor, Google DeepMind
Saturday July 11, 2015 3:15pm - 4:00pm PDT
Vauban
DL2
3:15pm PDT
Ruslan Salakhutdinov, Deep Multimodal Learning: From Caption Generation to Zero-Shot Learning
Saturday July 11, 2015 3:15pm - 4:00pm PDT
Pasteur
Kernels
3:20pm PDT
Iterative Embedding with Robust Correction using Feedback of Error Observed, Praneeth Vepakomma and Ahmed Elgammal
Saturday July 11, 2015 3:20pm - 3:35pm PDT
Rubens
MLIS
3:20pm PDT
Diederik Roijers, Shimon Whiteson, Peter Vamplew and Richard Dazeley, Why Multi-objective Reinforcement Learning?
Saturday July 11, 2015 3:20pm - 3:40pm PDT
Matisse
EWRL2
3:20pm PDT
2nd Poster Session
Saturday July 11, 2015 3:20pm - 4:00pm PDT
Van Gogh
autoML
3:20pm PDT
Felix Wick (Blue Yonder)
Saturday July 11, 2015 3:20pm - 4:00pm PDT
Artois
Demand
3:30pm PDT
Mahsa Shakeri, Classification of Alzheimer's Disease using Discriminant Manifolds of Hippocampus Shapes
Saturday July 11, 2015 3:30pm - 3:45pm PDT
JdF 2
MedImag
3:30pm PDT
Short papers spotlights
Saturday July 11, 2015 3:30pm - 3:50pm PDT
Faidherbe
MUD
3:30pm PDT
Indre Zliobaite On the Relation between Accuracy and Fairness in Binary Classification
Saturday July 11, 2015 3:30pm - 4:00pm PDT
CdG
FATML
3:35pm PDT
A Coactive Learning Perspective on Interactive Machine Translation, Artem Sokolov, Shay Cohen and Stefan Riezler
Saturday July 11, 2015 3:35pm - 3:50pm PDT
Rubens
MLIS
3:40pm PDT
Christian Wirth and Gerhard Neumann, Model-Free Preference-based Reinforcement Learning
Saturday July 11, 2015 3:40pm - 4:00pm PDT
Matisse
EWRL2
3:45pm PDT
Rahaf Aljundi, Transfer Learning for Prostate Cancer Mapping Based on Multicentric MR imaging databases
Saturday July 11, 2015 3:45pm - 4:00pm PDT
JdF 2
MedImag
3:50pm PDT
Visualizing User Model in Exploratory Search Tasks, Kalle Ilves, Alan Medlar and Dorota Glowacka
Saturday July 11, 2015 3:50pm - 4:00pm PDT
Rubens
MLIS
4:00pm PDT
Poster Session
Saturday July 11, 2015 4:00pm - 5:00pm PDT
Matisse
EWRL2
4:30pm PDT
Cedric Mesnage, University of Bristol, Trend Extraction on Twitter Time Series for Music Discovery
Saturday July 11, 2015 4:30pm - 4:50pm PDT
JdF 1
Music
4:30pm PDT
Fernando Diaz, Sorelle Friedler, Mykola Pechenizkiy, Hanna Wallach, and Suresh Venkatasubramanian (Moderator) A Closing Panel Discussion
Saturday July 11, 2015 4:30pm - 5:00pm PDT
CdG
FATML
4:30pm PDT
Joaquin Vanschoren (Eindhoven Univ. of Tech.), OpenML: A Foundation for Networked & Automatic Machine Learning
Saturday July 11, 2015 4:30pm - 5:10pm PDT
Van Gogh
autoML
4:30pm PDT
Gilles Stoltz (CNRS)
Saturday July 11, 2015 4:30pm - 5:10pm PDT
Artois
Demand
4:30pm PDT
Rich Caruana (tentative)
Saturday July 11, 2015 4:30pm - 5:10pm PDT
Turin
Ressource
4:30pm PDT
Marleen de Bruijne, Erasmus Medical Center & DIKU Copenhagen
Saturday July 11, 2015 4:30pm - 5:15pm PDT
JdF 2
MedImag
4:30pm PDT
Sharad Mehrotra, Towards 'on the fly' data cleaning
Saturday July 11, 2015 4:30pm - 5:15pm PDT
Faidherbe
MUD
4:30pm PDT
Ashutosh Saxena and Ashesh Jain, RoboBrain Knowledge Engine: Learning from Weak Human Signals
Saturday July 11, 2015 4:30pm - 5:20pm PDT
Rubens
MLIS
4:30pm PDT
Panel Discussion (topic: Future of Deep Learning)
Saturday July 11, 2015 4:30pm - 5:30pm PDT
Vauban
DL2
4:30pm PDT
poster session continues
Saturday July 11, 2015 4:30pm - 6:00pm PDT
Pasteur
Kernels
4:50pm PDT
Keunwoo Choi, Queen Mary University of London, Understanding Music Playlists
Saturday July 11, 2015 4:50pm - 5:10pm PDT
JdF 1
Music
5:00pm PDT
Invited Talk. Csaba Szepesvari
Saturday July 11, 2015 5:00pm - 6:00pm PDT
Matisse
EWRL2
5:10pm PDT
Marc Boulle (Orange), AutoML Challenge
Saturday July 11, 2015 5:10pm - 5:30pm PDT
Van Gogh
autoML
5:10pm PDT
Bea Vad, University of Glasgow, Exploring Music with a Probabilistic Projection Interface
Saturday July 11, 2015 5:10pm - 5:30pm PDT
JdF 1
Music
5:10pm PDT
Poster Session
Saturday July 11, 2015 5:10pm - 6:00pm PDT
Artois
Demand
5:10pm PDT
Poster session
Saturday July 11, 2015 5:10pm - 6:00pm PDT
Turin
Ressource
5:15pm PDT
Annegreet van Opbroek, Feature-Space Transformation Improves Supervised Segmentation Across Scanners
Saturday July 11, 2015 5:15pm - 5:30pm PDT
JdF 2
MedImag
5:20pm PDT
Discussion session 2
Saturday July 11, 2015 5:20pm - 5:45pm PDT
Rubens
MLIS
5:30pm PDT
Gerard Sanroma, Discriminative Dimensionality Reduction for Patch-based Label Fusion
Saturday July 11, 2015 5:30pm - 5:45pm PDT
JdF 2
MedImag
5:30pm PDT
Panel Discussion: Marc Boulle, Rich Caruana, David Duvenaud, Matthew Hoffmann, Juergen Schmidhuber, Michele Sebag, Joaquin Vanschoren.
Saturday July 11, 2015 5:30pm - 6:00pm PDT
Van Gogh
autoML
5:45pm PDT
Closing + best paper award
Saturday July 11, 2015 5:45pm - 6:00pm PDT
JdF 2
MedImag
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ICML Workshops
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