Papers
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
Classification Calibration Dimension for General Multiclass Losses
Harish G. Ramaswamy, Shivani Agarwal
Clustering Aggregation as Maximum-Weight Independent Set
Nan Li, Longin J. Latecki
Clustering by Nonnegative Matrix Factorization Using Graph Random Walk
Zhirong Yang, Tele Hao, Onur Dikmen et al.
Clustering Sparse Graphs
Yudong Chen, Sujay Sanghavi, Huan Xu
Cocktail Party Processing via Structured Prediction
Yuxuan Wang, Deliang Wang