Papers
A Simpler Approach to Matrix Completion
Benjamin Recht
A Spike and Slab Restricted Boltzmann Machine
Aaron Courville, James Bergstra, Yoshua Bengio
Assisted Teleoperation Strategies for Aggressively Controlling a Robot Arm with 2D Input
Erkang You, Kris Hauser
Assisting Main Task Learning by Heterogeneous Auxiliary Tasks with Applications to Skin Cancer Screening
Ning Situ, Xiaojing Yuan, George Zouridakis
Asymptotic Theory for Linear-Chain Conditional Random Fields
Mathieu Sinn, Pascal Poupart
A Two-Stage Weighting Framework for Multi-Source Domain Adaptation
Qian Sun, Rita Chattopadhyay, Sethuraman Panchanathan et al.
Automated Refinement of Bayes Networks' Parameters based on Test Ordering Constraints
Omar Z. Khan, Pascal Poupart, John-mark M. Agosta
Automatic Calibration of Multiple Coplanar Sensors
Jonathan Brookshire, Seth Teller
Autonomous Learning of Action Models for Planning
Neville Mehta, Prasad Tadepalli, Alan Fern
Bandits, Query Learning, and the Haystack Dimension
Kareem Amin, Michael Kearns, Umar Syed
Bayesian Bias Mitigation for Crowdsourcing
Fabian L. Wauthier, Michael I. Jordan
Bayesian Co-Training
Shipeng Yu, Balaji Krishnapuram, Rómer Rosales et al.
Bayesian Generalized Kernel Mixed Models
Zhihua Zhang, Guang Dai, Michael I. Jordan
Bayesian Hierarchical Cross-Clustering
Dazhuo Li, Patrick Shafto
Bayesian Inference for Statistical Abduction Using Markov Chain Monte Carlo
Masakuzu Ishihata, Taisuke Sato
Bayesian Partitioning of Large-Scale Distance Data
David Adametz, Volker Roth
Bayesian Spike-Triggered Covariance Analysis
ll Memming Park, Jonathan W. Pillow
Beating SGD: Learning SVMs in Sublinear Time
Elad Hazan, Tomer Koren, Nati Srebro
Better Algorithms for Benign Bandits
Elad Hazan, Satyen Kale
Better Mini-Batch Algorithms via Accelerated Gradient Methods
Andrew Cotter, Ohad Shamir, Nati Srebro et al.
Beyond Spectral Clustering - Tight Relaxations of Balanced Graph Cuts
Matthias Hein, Simon Setzer
Bilateral Teleoperation of Groups of UAVs with Decentralized Connectivity Maintenance
Paolo Robuffo Giordano, Antonio Franchi, Cristian Secchi et al.
Blackwell Approachability and No-Regret Learning are Equivalent
Jacob Abernethy, Peter L. Bartlett, Elad Hazan