Asia
BehaveNet: nonlinear embedding and Bayesian neural decoding of behavioral videos
Eleanor Batty, Matthew Whiteway, Shreya Saxena, Dan Biderman, Taiga Abe, Simon Musall, Winthrop Gillis, Jeffrey Markowitz, Anne Churchland, John P. Cunningham, Sandeep R. Datta, Scott Linderman, Liam Paninski
Neural Information Processing Systems http://nips.cc/
525bd8aedafa375564f73bacdef411e5-Paper-Datasets_and_Benchmarks_Track.pdf
Mutual Information (MI) is a fundamental metric for quantifying dependency between two random variables.
Sparse PCA from Sparse Linear Regression
Guy Bresler, Sung Min Park, Madalina Persu
SLR, but an explicit connection between the two had not been made.
Online Stochastic Shortest Path with Bandit Feedback and Unknown Transition Function
Aviv Rosenberg, Yishay Mansour
We consider online learning in episodic loop-free Markov decision processes (MDPs), where the loss function can change arbitrarily between episodes.
Regret Minimization for Reinforcement Learning with Vectorial Feedback and Complex Objectives
Neural Information Processing Systems http://nips.cc/