Papers
A Simple and Practical Algorithm for Differentially Private Data Release
Moritz Hardt, Katrina Ligett, Frank Mcsherry
A Spectral Algorithm for Latent Dirichlet Allocation
Anima Anandkumar, Dean P. Foster, Daniel J. Hsu et al.
Assessing Blinding in Clinical Trials
Ognjen Arandjelovic
A Stochastic Gradient Method with an Exponential Convergence _Rate for Finite Training Sets
Nicolas L. Roux, Mark Schmidt, Francis R. Bach
A systematic approach to extracting semantic information from functional MRI data
Francisco Pereira, Matthew Botvinick
Augment-and-Conquer Negative Binomial Processes
Mingyuan Zhou, Lawrence Carin
Augmented-SVM: Automatic space partitioning for combining multiple non-linear dynamics
Ashwini Shukla, Aude Billard
A Unifying Perspective of Parametric Policy Search Methods for Markov Decision Processes
Thomas Furmston, David Barber
Automatic Feature Induction for Stagewise Collaborative Filtering
Joonseok Lee, Mingxuan Sun, Seungyeon Kim et al.
Bandit Algorithms boost Brain Computer Interfaces for motor-task selection of a brain-controlled button
Joan Fruitet, Alexandra Carpentier, Maureen Clerc et al.
Bayesian active learning with localized priors for fast receptive field characterization
Mijung Park, Jonathan W. Pillow
Bayesian estimation of discrete entropy with mixtures of stick-breaking priors
Evan Archer, ll Memming Park, Jonathan W. Pillow
Bayesian Hierarchical Reinforcement Learning
Feng Cao, Soumya Ray
Bayesian models for Large-scale Hierarchical Classification
Siddharth Gopal, Yiming Yang, Bing Bai et al.
Bayesian Nonparametric Modeling of Suicide Attempts
Francisco Ruiz, Isabel Valera, Carlos Blanco et al.
Bayesian nonparametric models for bipartite graphs
Francois Caron
Bayesian nonparametric models for ranked data
Francois Caron, Yee W. Teh
Bayesian Pedigree Analysis using Measure Factorization
Bonnie Kirkpatrick, Alexandre Bouchard-côté
Bayesian Warped Gaussian Processes
Miguel Lázaro-Gredilla
Best Arm Identification: A Unified Approach to Fixed Budget and Fixed Confidence
Victor Gabillon, Mohammad Ghavamzadeh, Alessandro Lazaric
Burn-in, bias, and the rationality of anchoring
Falk Lieder, Tom Griffiths, Noah Goodman
Calibrated Elastic Regularization in Matrix Completion
Tingni Sun, Cun-hui Zhang
Cardinality Restricted Boltzmann Machines
Kevin Swersky, Ilya Sutskever, Daniel Tarlow et al.
Causal discovery with scale-mixture model for spatiotemporal variance dependencies
Zhitang Chen, Kun Zhang, Laiwan Chan