Papers
Recovery of Sparse Probability Measures via Convex Programming
Mert Pilanci, Laurent E. Ghaoui, Venkat Chandrasekaran
Topic-Partitioned Multinetwork Embeddings
Peter Krafft, Juston Moore, Bruce Desmarais et al.
Efficient high dimensional maximum entropy modeling via symmetric partition functions
Paul Vernaza, Drew Bagnell
Timely Object Recognition
Sergey Karayev, Tobias Baumgartner, Mario Fritz et al.
Bayesian estimation of discrete entropy with mixtures of stick-breaking priors
Evan Archer, ll Memming Park, Jonathan W. Pillow
A latent factor model for highly multi-relational data
Rodolphe Jenatton, Nicolas L. Roux, Antoine Bordes et al.
Learning Image Descriptors with the Boosting-Trick
Tomasz Trzcinski, Mario Christoudias, Vincent Lepetit et al.
Provable ICA with Unknown Gaussian Noise, with Implications for Gaussian Mixtures and Autoencoders
Sanjeev Arora, Rong Ge, Ankur Moitra et al.
Truncation-free Online Variational Inference for Bayesian Nonparametric Models
Chong Wang, David M. Blei
Privacy Aware Learning
Martin J. Wainwright, Michael I. Jordan, John C. Duchi
Factoring nonnegative matrices with linear programs
Ben Recht, Christopher Re, Joel Tropp et al.
Learning Label Trees for Probabilistic Modelling of Implicit Feedback
Andriy Mnih, Yee W. Teh
Bayesian nonparametric models for bipartite graphs
Francois Caron
Super-Bit Locality-Sensitive Hashing
Jianqiu Ji, Jianmin Li, Shuicheng Yan et al.
Probabilistic Event Cascades for Alzheimer's disease
Jonathan Huang, Daniel Alexander
Optimal Neural Tuning Curves for Arbitrary Stimulus Distributions: Discrimax, Infomax and Minimum L_p Loss
Zhuo Wang, Alan Stocker, Daniel D Lee
Practical Bayesian Optimization of Machine Learning Algorithms
Jasper Snoek, Hugo Larochelle, Ryan P. Adams
Selective Labeling via Error Bound Minimization
Quanquan Gu, Tong Zhang, Jiawei Han et al.
FastEx: Hash Clustering with Exponential Families
Amr Ahmed, Sujith Ravi, Alex J. Smola et al.
Clustering Aggregation as Maximum-Weight Independent Set
Nan Li, Longin J. Latecki
Topology Constraints in Graphical Models
Marcelo Fiori, Pablo Musé, Guillermo Sapiro
Assisted Teleoperation Strategies for Aggressively Controlling a Robot Arm with 2D Input
Erkang You, Kris Hauser
Lying Pose Recognition for Elderly Fall Detection
Simin Wang, Salim Zabir, Bastian Leibe
Sliding Manipulation of Rigid Bodies on a Controlled 6-DoF Plate
Tom Vose, Paul Umbanhowar, Kevin Lynch