Google AI Blog: Google at NIPS 2010

Google at NIPS 2010

Thursday, January 27, 2011

Posted by Slav Petrov, Doug Aberdeen, and Lisa McCracken, Google ResearchNeural Information Processing Systems Conference (NIPS)Sam Roweis

Learning Bounds for Importance Weighting by Corinna Cortes, Yishay Mansour, and Mehryar Mohri

Deterministic Single–Pass Algorithm for LDA by Issei Sato, Kenichi Kurihara, and Hiroshi Nakagawa

Distributed Dual Averaging In Networks by John Duchi, Alekh Agarwal, and Martin Wainwright

Coarse–to–Fine Learning and Inference by Ben Taskar, David Weiss, Benjamin Sapp, and Slav Petrov

Low–rank Methods for Large–scale Machine Learning by Arthur Gretton, Michael Mahoney, Mehryar Mohri, and Ameet Talwalkar

Learning on Cores, Clusters, and Clouds by John Duchi, Ofer Dekel, John Langford, Lawrence Cayton, and Alekh Agarwal

Learning Structural Sparsity

Distributed MAP Inference for Undirected Graphical Models by Sameer Singh, Amar Subramanya, Fernando Pereira, and Andrew McCallum

NIPS 2011