Country
Data-dependent PAC-Bayes priors via differential privacy
Gintare Karolina Dziugaite, Daniel M. Roy
Neural Information Processing Systems http://nips.cc/
Bitcoin biopic starring Casey Affleck to use AI to generate locations and tweak performances
You guess is as good as mine as to why a film about blockchain technology needs to be filmed this way, but Doug Liman has been connected with plenty of unusual projects in the past, including a rumored Tom Cruise film that was supposed to film on the International Space Station.
Entropy Rate Estimation for Markov Chains with Large State Space
Yanjun Han, Jiantao Jiao, Chuan-Zheng Lee, Tsachy Weissman, Yihong Wu, Tiancheng Yu
Entropy estimation is one of the prototypical problems in distribution property testing.
How To Make the Gradients Small Stochastically: Even Faster Convex and Nonconvex SGD
However, in terms of making the gradients small, the original SGD does not give an optimal rate, even when f(x) is convex. If f(x) is convex, to find a point with gradient norm ฮต, we design an algorithm SGD3withanear-optimalrate eO(ฮต 2),improvingthebestknownrateO(ฮต 8/3) of [17].
Integrating Bayesian and Discriminative Sparse Kernel Machines for Multi-class Active Learning
Neural Information Processing Systems http://nips.cc/
