Hamze, Firas

6 publications

AISTATS 2012 Adaptive MCMC with Bayesian Optimization Nimalan Mahendran, Ziyu Wang, Firas Hamze, Nando De Freitas

UAI 2010 Intracluster Moves for Constrained Discrete-Space MCMC Firas Hamze, Nando de Freitas

NeurIPS 2009 A Stochastic Approximation Method for Inference in Probabilistic Graphical Models Peter Carbonetto, Matthew King, Firas Hamze

UAI 2007 Large-Flip Importance Sampling Firas Hamze, Nando de Freitas

NeurIPS 2005 Hot Coupling: A Particle Approach to Inference and Normalization on Pairwise Undirected Graphs Firas Hamze, Nando de Freitas

UAI 2004 From Fields to Trees Firas Hamze, Nando de Freitas