| Tuesday, April 1 | ||
| 16:00 | Registration | |
| 18:00 | Dinner | |
| 19:00 | Oral Session 1 | |
| 19:00 | Simon Lacoste-Julien and Fei Sha and Michael I. Jordan Conditionally Trained Latent Dirichlet Allocation for Text Modeling and Categorization |
[DjVu|PDF] |
| 19:20 | Ryan Prescott Adams and David J.C. MacKay The Gaussian Process Density Sampler |
[DjVu|PDF] |
| 19:40 | C. Lee Giles and Prasenjit Mitra and Karl Mueller and James Z. Wang and Bingjun Sun and Levent Bolelli and Xiaonan Lu and Ying Liu and Isaac Councill and William Brower and Qingzhao Tan and Anuj Jaiswal and James Kubicki and Barbara Garrison and Joel Bandstra and Juan Pablo Fernandez Ramirez ChemXSeer: A Web Search Engine and Repository for e-Chemistry |
[DjVu|PDF] |
| 20:00 | Break | |
| 20:20 | Jacob Abernethy and Francis Bach and Theodoros Evgeniou and Jean-Philippe Vert {A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization |
[DjVu|PDF] |
| 20:40 | Nathan Intrator Novel Interpretation for EEG Data and Prediction of Epileptic Seizure |
[DjVu|PDF] |
| Wednesday, April 2 | ||
| 07:00 | Breakfast | |
| 08:00 | Oral Session 2 | |
| 08:00 | Dean P. Foster and Lyle H. Ungar Maximal Subset Feature Selection for BioInformatics |
[DjVu|PDF] |
| 08:20 | Patrick Haffner A Primal/Dual Stump Algorithm for Large Numerical Datasets |
[DjVu|PDF] |
| 08:40 | Ronan Collobert and Jason Weston Natural Language Processing: The Brain Way |
[DjVu|PDF] |
| 09:20 | Break | |
| 09:40 | Dan Klein TBA |
[DjVu|PDF] |
| 10:20 | Sumit Chopra and Trivikaraman Thampy and John Leahy and Andrew Caplin and Yann LeCun Factor Graphs for Relational Regression |
[DjVu|PDF] |
| 10:40 | Piyush Rai and Hal Daume III Non-parametric Bayesian Hierarchical Factor Modeling and Regression |
[DjVu|PDF] |
| 11:00 | Rich Caruana, Nikos Karampatziakis, Ainur Yessenalina Learning in High Dimensions |
[DjVu|PDF] |
| 11:20 | Lunch, Golden Cliff | |
| 17:30 | Dinner, Golden Cliff | |
| 19:00-22:00 | Poster Session A | |
| Thursday, April 3 | ||
| 07:00 | Breakfast | |
| 08:00 | Oral Session 2 | |
| 08:00 | Thomas M. Breuel Distributed Classifier Training for Large Scale OCR |
[DjVu|PDF] |
| 08:20 | Oliver Williams and Andrew Fitzgibbon Optimizing Matrix Computations for Learning |
[DjVu|PDF] |
| 08:40 | Denis G. Pelli and Katharine A. Tillman The uncrowded window for object recognition |
[DjVu|PDF] |
| 09:20 | Break | |
| 09:40 | Rob Fergus Large image databases and small codes for object recognition |
[DjVu|PDF] |
| 10:20 | Pascal Vincent and Hugo Larochelle and Yoshua Bengio and Pierre-Antoine Manzagol Deep Learning with Denoising Autoencoders |
[DjVu|PDF] |
| 10:40 | Thomas Dean Learning to Parse Video into Stable Spatiotemporal Volumes |
[DjVu|PDF] |
| 11:00 | James Bergstra and Yoshua Bengio and Jerome Louradour Image Classification using Higher-Order Neural Models |
[DjVu|PDF] |
| 11:20 | Lunch, Golden Cliff | |
| 17:30 | Dinner, Golden Cliff | |
| 19:00-22:00 | Poster Session B | |
| Friday, April 4 | ||
| 07:00 | Breakfast | |
| 08:00 | Oral Session 2 | |
| 08:00 | Alon Orlitsky TBA |
[DjVu|PDF] |
| 08:40 | Ted Sandler, John Blitzer and Lyle H. Ungar Learning with Locally Linear Feature Regularization |
[DjVu|PDF] |
| 09:00 | Pradeep Ravikumar and Martin Wainwright and Bin Yu Single Index Convex Experts: Efficient Estimation via Adapted Bregman Losses |
[DjVu|PDF] |
| 09:20 | Break | |
| 09:40 | Andrew Y. Ng, Stephen Gould, Morgan Quigley, Ashutosh Saxena and Eric Berger STAIR: The STanford Artificial Intelligence Robot project |
[DjVu|PDF] |
| 10:20 | Jennifer Listgarten and David Heckerman Determining the Number of Non-Spurious Arcs in a Learned DAG |
[DjVu|PDF] |
| 10:40 | Dan Roth and Kevin Small Active Learning for Pipeline Models |
[DjVu|PDF] |
| 11:00 | Javier R. Movellan Minimizing Probability Currents: A General Framework for Learning |
[DjVu|PDF] |
| 11:20 | Lunch, Golden Cliff | |
| 17:30 | Banquet, Golden Cliff | |
| 19:30 | Raia Hadsell and Pierre Sermanet and Ayse Erkan and Koray Kavukcuoglu and Urs Muller and Yann LeCun Autonomous Learning for Long Range Vision in Mobile Robots |
[DjVu|PDF] |
| 19:50 | Christopher Raphael Musical Accompaniment Systems |
[DjVu|PDF] |
| 20:10 | Sung-Hee Lee and Demetri Terzopoulos Learning Neuromuscular Control for the Biomechanical Simulation of the Neck-Head-Face Complex |
[DjVu|PDF] |