Papers
Stochastic Block Model and Community Detection in Sparse Graphs: A spectral algorithm with optimal rate of recovery
Peter Chin, Anup Rao, Van Vu
Stochastic Dual Coordinate Ascent with Adaptive Probabilities
Dominik Csiba, Zheng Qu, Peter Richtarik
Stochastic Expectation Propagation
Yingzhen Li, José Miguel Hernández-Lobato, Richard E Turner
Stochastic Online Greedy Learning with Semi-bandit Feedbacks
Tian Lin, Jian Li, Wei Chen
Stochastic Optimization with Importance Sampling for Regularized Loss Minimization
Peilin Zhao, Tong Zhang
Stochastic Primal-Dual Coordinate Method for Regularized Empirical Risk Minimization
Yuchen Zhang, Xiao Lin
Stochastic Spectral Descent for Restricted Boltzmann Machines
David Carlson, Volkan Cevher, Lawrence Carin
Stochastic Structured Variational Inference
Matthew Hoffman, David Blei
StopWasting My Gradients: Practical SVRG
Reza Babanezhad Harikandeh, Mohamed Osama Ahmed, Alim Virani et al.
Storyline Representation of Egocentric Videos With an Applications to Story-Based Search
Bo Xiong, Gunhee Kim, Leonid Sigal
Streaming, Distributed Variational Inference for Bayesian Nonparametrics
Trevor Campbell, Julian Straub, John W. Fisher III et al.
Streaming Min-max Hypergraph Partitioning
Dan Alistarh, Jennifer Iglesias, Milan Vojnovic
Streaming Sparse Principal Component Analysis
Wenzhuo Yang, Huan Xu
Streaming Variational Inference for Bayesian Nonparametric Mixture Models
Alex Tank, Nicholas Foti, Emily Fox
Streaming Variational Inference for Dirichlet Process Mixtures
Viet Huynh, Dinh Phung, Svetha Venkatesh
Strongly Adaptive Online Learning
Amit Daniely, Alon Gonen, Shai Shalev-Shwartz
Structural Kernel Learning for Large Scale Multiclass Object Co-Detection
Zeeshan Hayder, Xuming He, Mathieu Salzmann
Structural Maxent Models
Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri et al.
Structural Sparse Tracking
Tianzhu Zhang, Si Liu, Changsheng Xu et al.
Structured Estimation with Atomic Norms: General Bounds and Applications
Sheng Chen, Arindam Banerjee
Structured Feature Selection
Tian Gao, Ziheng Wang, Qiang Ji
Structured Indoor Modeling
Satoshi Ikehata, Hang Yang, Yasutaka Furukawa
Structured Sparse Subspace Clustering: A Unified Optimization Framework
Chun-Guang Li, Rene Vidal