Dec 3, 2012 
25 videos 
26th Annual Conference on Neural Information Processing Systems (NIPS), Lake Tahoe 2012
You are invited to participate in the Twenty-Sixth Annual Conference on Neural Information Processing Systems, which is the premier scientific meeting on Neural Computation.
Detailed information can be found at NIPS 2012 Conference homepage.
NIPS Spotlight Sessions videos are available at [[machine_learning_video_abstracts_vol3/]]
NIPS Workshops videos are available at [[nipsworkshops2012_laketahoe]]
Posner Lectures
Suspicious Coincidences in the Brain
Jan 16, 2013 8497 views
Invited Talks
Quantum information and the Brain
Jan 16, 2013 30434 views
Merck Molecular Activity Challenge
Jan 16, 2013 5538 views
Classification with Deep Invariant Scattering Networks
Jan 16, 2013 16490 views
Dropout: A simple and effective way to improve neural networks
Jan 16, 2013 54986 views
Signatures of Conscious Processing in the Human Brain
Jan 17, 2013 5446 views
Oral Sessions
Privacy Aware Learning
Jan 16, 2013 4202 views
Bayesian nonparametric models for bipartite graphs
Jan 16, 2013 3600 views
Spectral Learning of General Weighted Automata via Constrained Matrix Completion
Jan 16, 2013 3576 views
Graphical Models via Generalized Linear Models
Jan 16, 2013 5732 views
Relax and Randomize: From Value to Algorithms
Jan 16, 2013 3438 views
Approximating Concavely Parameterized Optimization Problems
Jan 16, 2013 4001 views
Strategic Impatience in Go/NoGo versus Forced-Choice Decision-Making
Jan 16, 2013 4930 views
On the (Non-)existence of Convex, Calibrated Surrogate Losses for Ranking
Jan 11, 2013 2031 views
Gradient Weights help Nonparametric Regressors
Jan 16, 2013 3386 views
High-Order Multi-Task Feature Learning to Identify Longitudinal Phenotypic Marke...
Jan 16, 2013 3962 views
TCA: High Dimensional Principal Component Analysis for non-Gaussian Data
Jan 16, 2013 6002 views
Augmented-SVM: Automatic space partitioning for combining multiple non-linear dy...
Jan 16, 2013 4362 views
A Unifying Perspective of Parametric Policy Search Methods for Markov Decision P...
Jan 16, 2013 2857 views
Near-Optimal MAP Inference for Determinantal Point Processes
Jan 16, 2013 5832 views
No voodoo here! Learning discrete graphical models via inverse covariance estima...
Jan 16, 2013 6471 views
A Stochastic Gradient Method with an Exponential Convergence Rate for Finite Tra...
Jan 22, 2013 7452 views
Spectral learning of linear dynamics from generalisedlinear observations with ap...
Jan 16, 2013 3195 views
Discriminative Learning of Sum-Product Networks
Jan 16, 2013 13653 views
Multimodal Learning with Deep Boltzmann Machines
Jan 16, 2013 15086 views