Papers
Feedback Detection for Live Predictors
Stefan Wager, Nick Chamandy, Omkar Muralidharan et al.
Multivariate f-divergence Estimation With Confidence
Kevin Moon, Alfred Hero
On the relations of LFPs & Neural Spike Trains
David E Carlson, Jana Schaich Borg, Kafui Dzirasa et al.
Coresets for k-Segmentation of Streaming Data
Guy Rosman, Mikhail Volkov, Dan Feldman et al.
Convolutional Kernel Networks
Julien Mairal, Piotr Koniusz, Zaid Harchaoui et al.
Universal Option Models
hengshuai yao, Csaba Szepesvari, Richard S. Sutton et al.
Parallel Sampling of HDPs using Sub-Cluster Splits
Jason Chang, John W. Fisher III
An Accelerated Proximal Coordinate Gradient Method
Qihang Lin, Zhaosong Lu, Lin Xiao
Metric Learning for Temporal Sequence Alignment
Damien Garreau, Rémi Lajugie, Sylvain Arlot et al.
Constrained convex minimization via model-based excessive gap
Quoc Tran-Dinh, Volkan Cevher
Bayes-Adaptive Simulation-based Search with Value Function Approximation
Arthur Guez, Nicolas Heess, David Silver et al.
An Integer Polynomial Programming Based Framework for Lifted MAP Inference
Somdeb Sarkhel, Deepak Venugopal, Parag Singla et al.
How hard is my MDP?" The distribution-norm to the rescue"
Odalric-Ambrym Maillard, Timothy A Mann, Shie Mannor
Incremental Clustering: The Case for Extra Clusters
Margareta Ackerman, Sanjoy Dasgupta
Content-based recommendations with Poisson factorization
Prem Gopalan, Laurent Charlin, David Blei
Spectral Methods meet EM: A Provably Optimal Algorithm for Crowdsourcing
Yuchen Zhang, Xi Chen, Dengyong Zhou et al.
Efficient Sampling for Learning Sparse Additive Models in High Dimensions
Hemant Tyagi, Bernd Gärtner, Andreas Krause
Semi-supervised Learning with Deep Generative Models
Diederik P. Kingma, Shakir Mohamed, Danilo Jimenez Rezende et al.
Repeated Contextual Auctions with Strategic Buyers
Kareem Amin, Afshin Rostamizadeh, Umar Syed
Parallel Direction Method of Multipliers
Huahua Wang, Arindam Banerjee, Zhi-Quan Luo
Articulated Pose Estimation by a Graphical Model with Image Dependent Pairwise Relations
Xianjie Chen, Alan L. Yuille
Optimal Regret Minimization in Posted-Price Auctions with Strategic Buyers
Mehryar Mohri, Andres Munoz
Large-scale L-BFGS using MapReduce
Weizhu Chen, Zhenghao Wang, Jingren Zhou
Learning a Concept Hierarchy from Multi-labeled Documents
Viet-An Nguyen, Jordan L Ying, Philip Resnik et al.
Beyond the Birkhoff Polytope: Convex Relaxations for Vector Permutation Problems
Cong Han Lim, Stephen Wright