Dec 7, 2009 
21 videos 
Conference Sessions
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Oral Session 1: Information Theory and Estimation
19:40
Multi-Label Prediction via Compressed Sensing
Jan 19, 2010 5277 views
20:09
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposa...
Jan 22, 2010 410 views
Oral Session 2: Images and Codes
18:22
Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations
Jan 19, 2010 8356 views
19:11
Locality-Sensitive Binary Codes from Shift-Invariant Kernels
Jan 19, 2010 4573 views
19:57
Semi-Supervised Learning in Gigantic Image Collections
Jan 19, 2010 4103 views
19:33
An Additive Latent Feature Model for Transparent Object Recognition
Jan 19, 2010 6975 views
Oral Session 3: Deep Learning and Network Models
22:34
Discriminative Network Models of Schizophrenia
Jan 19, 2010 3402 views
Oral Session 4: Cognitive Science and EEG Analysis
12:28
Optimizing Multi-Class Spatio-Spectral Filters via Bayes Error Estimation for EE...
Jan 19, 2010 3393 views
16:09
Explaining Human Multiple Object Tracking as Resource-Constrained Approximate In...
Jan 19, 2010 4631 views
17:49
Differential Use of Implicit Negative Evidence in Generative and Discriminative ...
Jan 19, 2010 300 views
Oral Session 5: Neuroscience
17:34
Know Thy Neighbour: A Normative Theory of Synaptic Depression
Jan 19, 2010 2960 views
19:02
Functional Network Reorganization In Motor Cortex Can Be Explained by Reward-Mod...
Jan 19, 2010 6206 views
Oral Session 6: Theory, Optimization and Games
20:49
Bootstrapping from Game Tree Search
Jan 19, 2010 4478 views
21:22
On Stochastic and Worst-case Models for Investing
Jan 19, 2010 3605 views
18:53
Efficient Learning using Forward-Backward Splitting
Jan 19, 2010 4134 views
22:35
Kernel Choice and Classifiability for RKHS Embeddings of Probability Distributio...
Jan 19, 2010 3449 views
Oral session 7: Vision and Inference
18:07
An LP View of the M-Best MAP Problem
Jan 19, 2010 3568 views
Oral session 8: Probabilistic Models and Kernels
21:23
Reading Tea Leaves: How Humans Interpret Topic Models
Jan 19, 2010 7204 views
21:15
Sharing Features among Dynamical Systems with Beta Processes
Jan 19, 2010 5444 views
17:52
Fast Subtree Kernels on Graphs
Jan 19, 2010 6904 views
Oral session 10: Neural Modeling and Imaging
21:47
Time-rescaling Methods for the Estimation and Assessment of Non-Poisson Neural E...
Jan 19, 2010 3915 views