Talks.cam

Distributed Computing for Machine Learning - Sinead Williamson (University of Cambridge)
2009-01-29 14:00 - 15:30 UTC | Engineering Department, CBL Room 438
Today we will discuss parts of these papers:

Map-Reduce for Machine Learning on Multicore, Chu et al, NIPS 2006
Resampling algorithms and architectures for distributed particle filters, Bolić, Djurić and Hong, Signal Processing 2005
Parallelized Variational EM for Latent Dirichlet Allocation: An Experimental Evaluation of Speed and Scalability, Nallapati, Cohen and Lafferty, ICDMW 2007
Distributed Inference for Latent Dirichlet Allocation, Newman, Asuncion, Smyth and Welling, NIPS 2007
Asynchronous Distributed Learning of Topic Models, Asuncion, Smyth and Welling, NIPS 2008
