Papers
A statistical model for tensor PCA
Emile Richard, Andrea Montanari
Asymmetric LSH (ALSH) for Sublinear Time Maximum Inner Product Search (MIPS)
Anshumali Shrivastava, Ping Li
A Synaptical Story of Persistent Activity with Graded Lifetime in a Neural System
Yuanyuan Mi, Luozheng Li, Dahui Wang et al.
Asynchronous Anytime Sequential Monte Carlo
Brooks Paige, Frank Wood, Arnaud Doucet et al.
Attentional Neural Network: Feature Selection Using Cognitive Feedback
Qian Wang, Jiaxing Zhang, Sen Song et al.
Augmentative Message Passing for Traveling Salesman Problem and Graph Partitioning
Siamak Ravanbakhsh, Reihaneh Rabbany, Russell Greiner
Augur: Data-Parallel Probabilistic Modeling
Jean-Baptiste Tristan, Daniel Huang, Joseph Tassarotti et al.
A Unified Semantic Embedding: Relating Taxonomies and Attributes
Sung Ju Hwang, Leonid Sigal
Automated Variational Inference for Gaussian Process Models
Trung V Nguyen, Edwin V. Bonilla
Automatic Discovery of Cognitive Skills to Improve the Prediction of Student Learning
Robert Lindsey, Mohammad Khajah, Michael Mozer
A Wild Bootstrap for Degenerate Kernel Tests
Kacper P Chwialkowski, Dino Sejdinovic, Arthur Gretton
Bandit Convex Optimization: Towards Tight Bounds
Elad Hazan, Kfir Levy
Bayes-Adaptive Simulation-based Search with Value Function Approximation
Arthur Guez, Nicolas Heess, David Silver et al.
Bayesian Inference for Structured Spike and Slab Priors
Michael R Andersen, Ole Winther, Lars K. Hansen
Bayesian Nonlinear Support Vector Machines and Discriminative Factor Modeling
Ricardo Henao, Xin Yuan, Lawrence Carin
Bayesian Sampling Using Stochastic Gradient Thermostats
Nan Ding, Youhan Fang, Ryan Babbush et al.
Best-Arm Identification in Linear Bandits
Marta Soare, Alessandro Lazaric, Remi Munos
Beyond Disagreement-Based Agnostic Active Learning
Chicheng Zhang, Kamalika Chaudhuri
Beyond the Birkhoff Polytope: Convex Relaxations for Vector Permutation Problems
Cong Han Lim, Stephen Wright
Biclustering Using Message Passing
Luke O'Connor, Soheil Feizi
Blossom Tree Graphical Models
Zhe Liu, John Lafferty
Bounded Regret for Finite-Armed Structured Bandits
Tor Lattimore, Remi Munos
Bregman Alternating Direction Method of Multipliers
Huahua Wang, Arindam Banerjee
Capturing Semantically Meaningful Word Dependencies with an Admixture of Poisson MRFs
David I Inouye, Pradeep K Ravikumar, Inderjit S Dhillon