Papers
Signal-to-Noise Ratio Analysis of Policy Gradient Algorithms
John W. Roberts, Russ Tedrake
A general framework for investigating how far the decoding process in the brain can be simplified
Masafumi Oizumi, Toshiyuki Ishii, Kazuya Ishibashi et al.
Syntactic Topic Models
Jordan L. Boyd-graber, David M. Blei
Learning with Consistency between Inductive Functions and Kernels
Haixuan Yang, Irwin King, Michael Lyu
Characterizing neural dependencies with copula models
Pietro Berkes, Frank Wood, Jonathan W. Pillow
Covariance Estimation for High Dimensional Data Vectors Using the Sparse Matrix Transform
Guangzhi Cao, Charles Bouman
Shape-Based Object Localization for Descriptive Classification
Geremy Heitz, Gal Elidan, Benjamin Packer et al.
Shared Segmentation of Natural Scenes Using Dependent Pitman-Yor Processes
Erik B. Sudderth, Michael I. Jordan
Mixed Membership Stochastic Blockmodels
Edoardo M. Airoldi, David M. Blei, Stephen E. Fienberg et al.
Deflation Methods for Sparse PCA
Lester W. Mackey
Efficient Exact Inference in Planar Ising Models
Nicol N. Schraudolph, Dmitry Kamenetsky
Privacy-preserving logistic regression
Kamalika Chaudhuri, Claire Monteleoni
Resolution Limits of Sparse Coding in High Dimensions
Sundeep Rangan, Vivek Goyal, Alyson K. Fletcher
Empirical performance maximization for linear rank statistics
Stéphan J. Clémençcon, Nicolas Vayatis
An ideal observer model of infant object perception
Charles Kemp, Fei Xu
A rational model of preference learning and choice prediction by children
Christopher G. Lucas, Thomas L. Griffiths, Fei Xu et al.
Rademacher Complexity Bounds for Non-I.I.D. Processes
Mehryar Mohri, Afshin Rostamizadeh
DiscLDA: Discriminative Learning for Dimensionality Reduction and Classification
Simon Lacoste-Julien, Fei Sha, Michael I. Jordan
Adapting to a Market Shock: Optimal Sequential Market-Making
Sanmay Das, Malik Magdon-Ismail
Mortal Multi-Armed Bandits
Deepayan Chakrabarti, Ravi Kumar, Filip Radlinski et al.
Policy Search for Motor Primitives in Robotics
Jens Kober, Jan R. Peters
Theory of matching pursuit
Zakria Hussain, John S. Shawe-taylor