Dec 7, 2006 
38 videos 
NIPS Workshops, Whistler 2006
The Neural Information Processing Systems (NIPS) Foundation is a non-profit corporation whose purpose is to foster the exchange of research on neural information processing systems in their biological, technological, mathematical, and theoretical aspects. Neural information processing is a field which benefits from a combined view of biological, physical, mathematical, and computational sciences. The primary focus of the NIPS Foundation is the presentation of a continuing series of professional meetings known as the Neural Information Processing Systems Conference, held over the years at various locations in the United States and Canada.
Introductions
Learning when test and Trainig Imputs have different distributions
Feb 25, 2007 6032 views
Introduction and overview of FMRI concepts and terminology
Feb 25, 2007 11248 views
Invited talks
Can Adaptive Regularization Help?
Feb 25, 2007 5120 views
Path Integral Method for Estimation of Time Series
Feb 25, 2007 8975 views
Optimality of Bayesian Transduction - Implications for Input Non-stationarity
Feb 25, 2007 4817 views
On Efficient Sequential Decision Making in Structured Problems
Feb 25, 2007 5658 views
When Training and Test Distributions are Different: Characterising Learning Tran...
Feb 25, 2007 7011 views
Learning Classifiers in Distribution and Cost-sensitive Environments
Feb 25, 2007 4937 views
Lectures
Unsupervised fMRI Analysis
Feb 25, 2007 6932 views
fMRI-based decoding of the modified default-mode network in mild cognitive impai...
Feb 25, 2007 5920 views
A Tutorial Introduction to Stochastic Differential Equations: Continuous-time Ga...
Feb 25, 2007 71665 views
Feature Induction Using Boosting and Logistic Regression on fMRI Images
Feb 25, 2007 8715 views
Visualizing Pairwise Similarity via Semidefinite Programming
Feb 25, 2007 5751 views
A Divergence Prior for Adaptive Learning.
Feb 25, 2007 4716 views
Finite horizon exploration for path integral control problems
Feb 25, 2007 4897 views
Introduction to the On-line Trading of Exploration and Exploitation Workshop
Feb 25, 2007 5075 views
The Empirical Bayes Estimation of an Instantaneous Spike Rate with a Gaussian Pr...
Feb 25, 2007 4698 views
Variational Bayes for Continuous-time Nonlinear State-space Models
Feb 25, 2007 6928 views
Estimating the Joint AUC of Labelled and Unlabelled Data
Feb 25, 2007 4314 views
Use of variance estimation in the multi-armed bandit problem
Feb 25, 2007 4559 views
Hidden Process Models:Decoding Overlapping Cognitive States with Unknown Timing
Feb 25, 2007 3846 views
Active Learning, Model Selection and Covariate Shift
Feb 25, 2007 7682 views
Conformal Multi-Instance Kernels
Feb 25, 2007 4940 views
Generative Models for Decoding Real-Valued Natural Experience in FMRI
Feb 25, 2007 5433 views
Fast Discriminative Component Analysis for Comparing Examples
Feb 25, 2007 3568 views
How Random is a Coin Toss? Bayesian Inference and the Symbolic Dynamics of Deter...
Feb 25, 2007 6703 views
Effects of Stress and Genotype on Exploration-Exploitation Dynamics in Reinforce...
Feb 25, 2007 4915 views
Inferring Latent Functions with Gaussian Processes in Differential Equations
Feb 25, 2007 5298 views
Exploration exploitation in Go: UCT for Monte-Carlo Go
Feb 25, 2007 8238 views
Learning to Compare Examples
Feb 25, 2007 4672 views
Exploring human object-vision with hi-res fMRI and information-based analysis
Feb 25, 2007 8339 views
Challenges and limitations in interpreting learnt classifiers
Feb 25, 2007 5150 views
Regret to the Best vs. Regret to the Average
Feb 25, 2007 3177 views
Classifying single trial fMRI: What can machine learning learn?
Feb 25, 2007 6332 views
Exploration Vs. Explotation
Feb 25, 2007 5040 views
Spatiotemporal classification
Feb 25, 2007 8201 views
Implications of decoding for theories of neural representation
Feb 25, 2007 9776 views
A Domain Adaptation Formal Framework Addressing the Training/Test Distribution G...
Feb 25, 2007 5123 views