Papers
Stochastic Gradient MCMC Methods for Hidden Markov Models
Yi-An Ma, Nicholas J. Foti, Emily B. Fox
Stochastic Gradient Monomial Gamma Sampler
Yizhe Zhang, Changyou Chen, Zhe Gan et al.
Stochastic Mirror Descent in Variationally Coherent Optimization Problems
Zhengyuan Zhou, Panayotis Mertikopoulos, Nicholas Bambos et al.
Stochastic Modified Equations and Adaptive Stochastic Gradient Algorithms
Qianxiao Li, Cheng Tai, Weinan E
Stochastic Online Anomaly Analysis for Streaming Time Series
Zhao Xu, Kristian Kersting, Lorenzo von Ritter
Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite Sum Structure
Alberto Bietti, Julien Mairal
Stochastic Primal-Dual Coordinate Method for Regularized Empirical Risk Minimization
Yuchen Zhang, Lin Xiao
Stochastic Rank-1 Bandits
Sumeet Katariya, Branislav Kveton, Csaba Szepesvari et al.
Stochastic Recurrent Neural Network for Speech Recognition
Jen-Tzung Chien, Chen Shen
Stochastic Submodular Maximization: The Case of Coverage Functions
Mohammad Karimi, Mario Lucic, Hamed Hassani et al.
Stochastic Variance Reduction Methods for Policy Evaluation
Simon S. Du, Jianshu Chen, Lihong Li et al.
Storage Fit Learning with Unlabeled Data
Bo-Jian Hou, Lijun Zhang, Zhi-Hua Zhou
STORE: Sparse Tensor Response Regression and Neuroimaging Analysis
Will Wei Sun, Lexin Li
Story Comprehension for Predicting What Happens Next
Snigdha Chaturvedi, Haoruo Peng, Dan Roth
Straggler Mitigation in Distributed Optimization Through Data Encoding
Can Karakus, Yifan Sun, Suhas Diggavi et al.
Straight to Shapes: Real-Time Detection of Encoded Shapes
Saumya Jetley, Michael Sapienza, Stuart Golodetz et al.
Strategically knowing how
Raul Fervari, Andreas Herzig, Yanjun Li et al.
Streaming Multi-Context Systems
Minh Dao-Tran, Thomas Eiter
Streaming Robust Submodular Maximization: A Partitioned Thresholding Approach
Slobodan Mitrovic, Ilija Bogunovic, Ashkan Norouzi-Fard et al.
Streaming Sparse Gaussian Process Approximations
Thang D Bui, Cuong Nguyen, Richard E Turner
Streaming Weak Submodularity: Interpreting Neural Networks on the Fly
Ethan Elenberg, Alexandros G Dimakis, Moran Feldman et al.
Strong Inconsistency in Nonmonotonic Reasoning
Gerhard Brewka, Matthias Thimm, Markus Ulbricht
Strongly-Typed Agents are Guaranteed to Interact Safely
David Balduzzi
Strong NP-Hardness for Sparse Optimization with Concave Penalty Functions
Yichen Chen, Dongdong Ge, Mengdi Wang et al.