NIPS Workshops, Whistler 2006
38 Videos · Dec 7, 2006
About
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.
Videos
Introductions
Learning when test and Trainig Imputs have different distributions
Feb 25, 2007 6026 views
Introduction and overview of FMRI concepts and terminology
Feb 25, 2007 11244 views
Invited talks
Can Adaptive Regularization Help?
Feb 25, 2007 5111 views
Path Integral Method for Estimation of Time Series
Feb 25, 2007 8971 views
Optimality of Bayesian Transduction - Implications for Input Non-stationarity
Feb 25, 2007 4813 views
On Efficient Sequential Decision Making in Structured Problems
Feb 25, 2007 5654 views
When Training and Test Distributions are Different: Characterising Learning Tran...
Feb 25, 2007 7006 views
Learning Classifiers in Distribution and Cost-sensitive Environments
Feb 25, 2007 4932 views
Lectures
Unsupervised fMRI Analysis
Feb 25, 2007 6926 views
fMRI-based decoding of the modified default-mode network in mild cognitive impai...
Feb 25, 2007 5912 views
A Tutorial Introduction to Stochastic Differential Equations: Continuous-time Ga...
Feb 25, 2007 71657 views
Feature Induction Using Boosting and Logistic Regression on fMRI Images
Feb 25, 2007 8713 views
Visualizing Pairwise Similarity via Semidefinite Programming
Feb 25, 2007 5748 views
A Divergence Prior for Adaptive Learning.
Feb 25, 2007 4714 views
Finite horizon exploration for path integral control problems
Feb 25, 2007 4890 views
Introduction to the On-line Trading of Exploration and Exploitation Workshop
Feb 25, 2007 5072 views
The Empirical Bayes Estimation of an Instantaneous Spike Rate with a Gaussian Pr...
Feb 25, 2007 4695 views
Variational Bayes for Continuous-time Nonlinear State-space Models
Feb 25, 2007 6925 views
Estimating the Joint AUC of Labelled and Unlabelled Data
Feb 25, 2007 4308 views
Use of variance estimation in the multi-armed bandit problem
Feb 25, 2007 4549 views
Hidden Process Models:Decoding Overlapping Cognitive States with Unknown Timing
Feb 25, 2007 3843 views
Active Learning, Model Selection and Covariate Shift
Feb 25, 2007 7678 views
Conformal Multi-Instance Kernels
Feb 25, 2007 4937 views
Generative Models for Decoding Real-Valued Natural Experience in FMRI
Feb 25, 2007 5427 views
Fast Discriminative Component Analysis for Comparing Examples
Feb 25, 2007 3563 views
How Random is a Coin Toss? Bayesian Inference and the Symbolic Dynamics of Deter...
Feb 25, 2007 6701 views
Effects of Stress and Genotype on Exploration-Exploitation Dynamics in Reinforce...
Feb 25, 2007 4908 views
Inferring Latent Functions with Gaussian Processes in Differential Equations
Feb 25, 2007 5295 views
Exploration exploitation in Go: UCT for Monte-Carlo Go
Feb 25, 2007 8234 views
Learning to Compare Examples
Feb 25, 2007 4667 views
Exploring human object-vision with hi-res fMRI and information-based analysis
Feb 25, 2007 8336 views
Challenges and limitations in interpreting learnt classifiers
Feb 25, 2007 5145 views
Regret to the Best vs. Regret to the Average
Feb 25, 2007 3172 views
Classifying single trial fMRI: What can machine learning learn?
Feb 25, 2007 6328 views
Exploration Vs. Explotation
Feb 25, 2007 5036 views
Spatiotemporal classification
Feb 25, 2007 8197 views
Implications of decoding for theories of neural representation
Feb 25, 2007 9772 views
A Domain Adaptation Formal Framework Addressing the Training/Test Distribution G...
Feb 25, 2007 5121 views