Papers
Distributed Representations of Words and Phrases and their Compositionality
Tomas Mikolov, Ilya Sutskever, Kai Chen et al.
Online PCA for Contaminated Data
Jiashi Feng, Huan Xu, Shie Mannor et al.
Hierarchical Modular Optimization of Convolutional Networks Achieves Representations Similar to Macaque IT and Human Ventral Stream
Daniel L Yamins, Ha Hong, Charles Cadieu et al.
Latent Maximum Margin Clustering
Guang-Tong Zhou, Tian Lan, Arash Vahdat et al.
Computing the Stationary Distribution Locally
Christina E. Lee, Asuman Ozdaglar, Devavrat Shah
Multilinear Dynamical Systems for Tensor Time Series
Mark Rogers, Lei Li, Stuart Russell
Learning Prices for Repeated Auctions with Strategic Buyers
Kareem Amin, Afshin Rostamizadeh, Umar Syed
Adaptive Market Making via Online Learning
Jacob Abernethy, Satyen Kale
Optimizing Instructional Policies
Robert Lindsey, Michael Mozer, William J Huggins et al.
Documents as multiple overlapping windows into grids of counts
Alessandro Perina, Nebojsa Jojic, Manuele Bicego et al.
On Decomposing the Proximal Map
Yao-Liang Yu
Variance Reduction for Stochastic Gradient Optimization
Chong Wang, Xi Chen, Alexander J Smola et al.
Sketching Structured Matrices for Faster Nonlinear Regression
Haim Avron, Vikas Sindhwani, David Woodruff
Marginals-to-Models Reducibility
Tim Roughgarden, Michael Kearns
Direct 0-1 Loss Minimization and Margin Maximization with Boosting
Shaodan Zhai, Tian Xia, Ming Tan et al.
Real-Time Inference for a Gamma Process Model of Neural Spiking
David E Carlson, Vinayak Rao, Joshua T Vogelstein et al.
Learning with Invariance via Linear Functionals on Reproducing Kernel Hilbert Space
Xinhua Zhang, Wee Sun Lee, Yee Whye Teh
Polar Operators for Structured Sparse Estimation
Xinhua Zhang, Yao-Liang Yu, Dale Schuurmans
Top-Down Regularization of Deep Belief Networks
Hanlin Goh, Nicolas Thome, Matthieu Cord et al.
More data speeds up training time in learning halfspaces over sparse vectors
Amit Daniely, Nati Linial, Shai Shalev-Shwartz
Scalable Influence Estimation in Continuous-Time Diffusion Networks
Nan Du, Le Song, Manuel Gomez Rodriguez et al.
Compete to Compute
Rupesh K Srivastava, Jonathan Masci, Sohrob Kazerounian et al.
Online Robust PCA via Stochastic Optimization
Jiashi Feng, Huan Xu, Shuicheng Yan