Asia
Discovery of Useful Questions as Auxiliary Tasks
Vivek Veeriah, Matteo Hessel, Zhongwen Xu, Janarthanan Rajendran, Richard L. Lewis, Junhyuk Oh, Hado P. van Hasselt, David Silver, Satinder Singh
Neural Information Processing Systems http://nips.cc/
Bayesian Extensive-Rank Matrix Factorization with Rotational Invariant Priors
These matrix ensembles are defined precisely in section 2.1, but the reader can keep in
Non-Asymptotic Gap-Dependent Regret Bounds for Tabular MDPs
Max Simchowitz, Kevin G. Jamieson
Neural Information Processing Systems http://nips.cc/
Low-RankExtragradientMethodforNonsmoothand Low-RankMatrixOptimizationProblems
We give a precise trade-off between the rank of the SVDs required and the radius of the ball in which we need to initialize the method.
Low-RankExtragradientMethodforNonsmoothand Low-RankMatrixOptimizationProblems
We give a precise trade-off between the rank of the SVDs required and the radius of the ball in which we need to initialize the method.
Predicting Ground State Properties: Constant Sample Complexity and Deep Learning Algorithms
Our first algorithm consists of a simple modification of the ML model used by Lewis et al. and applies to a property of interest known in advance.
DeepMed: SemiparametricCausalMediationAnalysis withDebiasedDeepLearning
Causal inference is no exception.
In-Place Zero-Space Memory Protection for CNN
Hui Guan, Lin Ning, Zhen Lin, Xipeng Shen, Huiyang Zhou, Seung-Hwan Lim
Neural Information Processing Systems http://nips.cc/