Papers
B-test: A Non-parametric, Low Variance Kernel Two-sample Test
Wojciech Zaremba, Arthur Gretton, Matthew Blaschko
Bayesian optimization explains human active search
Ali Borji, Laurent Itti
Scalable kernels for graphs with continuous attributes
Aasa Feragen, Niklas Kasenburg, Jens Petersen et al.
Model Selection for High-Dimensional Regression under the Generalized Irrepresentability Condition
Adel Javanmard, Andrea Montanari
Submodular Optimization with Submodular Cover and Submodular Knapsack Constraints
Rishabh K Iyer, Jeff A. Bilmes
Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis
Nikhil Rao, Christopher Cox, Rob Nowak et al.
Small-Variance Asymptotics for Hidden Markov Models
Anirban Roychowdhury, Ke Jiang, Brian Kulis
Which Space Partitioning Tree to Use for Search?
Parikshit Ram, Alexander Gray
From Bandits to Experts: A Tale of Domination and Independence
Noga Alon, Nicolò Cesa-Bianchi, Claudio Gentile et al.
Online Learning with Switching Costs and Other Adaptive Adversaries
Nicolò Cesa-Bianchi, Ofer Dekel, Ohad Shamir
Discriminative Transfer Learning with Tree-based Priors
Nitish Srivastava, Ruslan Salakhutdinov
Learning Multiple Models via Regularized Weighting
Daniel Vainsencher, Shie Mannor, Huan Xu
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