About
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]]
Videos
Posner Lectures

Suspicious Coincidences in the Brain
Jan 16, 2013
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8473 views
Invited Talks

Quantum information and the Brain
Jan 16, 2013
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30356 views

Merck Molecular Activity Challenge
Jan 16, 2013
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5497 views

Classification with Deep Invariant Scattering Networks
Jan 16, 2013
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16429 views

Dropout: A simple and effective way to improve neural networks
Jan 16, 2013
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54783 views

Signatures of Conscious Processing in the Human Brain
Jan 17, 2013
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5408 views
Oral Sessions

Privacy Aware Learning
Jan 16, 2013
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4172 views

Bayesian nonparametric models for bipartite graphs
Jan 16, 2013
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3571 views

Spectral Learning of General Weighted Automata via Constrained Matrix Completion
Jan 16, 2013
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3531 views

Graphical Models via Generalized Linear Models
Jan 16, 2013
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5685 views

Relax and Randomize: From Value to Algorithms
Jan 16, 2013
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3413 views

Approximating Concavely Parameterized Optimization Problems
Jan 16, 2013
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3974 views

Strategic Impatience in Go/NoGo versus Forced-Choice Decision-Making
Jan 16, 2013
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4888 views

On the (Non-)existence of Convex, Calibrated Surrogate Losses for Ranking
Jan 11, 2013
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2031 views

Gradient Weights help Nonparametric Regressors
Jan 16, 2013
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3356 views

High-Order Multi-Task Feature Learning to Identify Longitudinal Phenotypic Marke...
Jan 16, 2013
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3934 views

TCA: High Dimensional Principal Component Analysis for non-Gaussian Data
Jan 16, 2013
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5964 views

Augmented-SVM: Automatic space partitioning for combining multiple non-linear dy...
Jan 16, 2013
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4336 views

A Unifying Perspective of Parametric Policy Search Methods for Markov Decision P...
Jan 16, 2013
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2826 views

Near-Optimal MAP Inference for Determinantal Point Processes
Jan 16, 2013
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5796 views

No voodoo here! Learning discrete graphical models via inverse covariance estima...
Jan 16, 2013
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6438 views

A Stochastic Gradient Method with an Exponential Convergence Rate for Finite Tra...
Jan 22, 2013
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7421 views

Spectral learning of linear dynamics from generalisedlinear observations with ap...
Jan 16, 2013
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3167 views

Discriminative Learning of Sum-Product Networks
Jan 16, 2013
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13597 views

Multimodal Learning with Deep Boltzmann Machines
Jan 16, 2013
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15003 views