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Sampling

58 directly classified papers

Papers per year

Papers

Fast Determinantal Point Process Sampling with Application to Clustering NIPS 2013
Approximate Inference in Continuous Determinantal Processes NIPS 2013
Rapid Distance-Based Outlier Detection via Sampling NIPS 2013
On Lifting the Gibbs Sampling Algorithm NIPS 2012
Dynamic Pruning of Factor Graphs for Maximum Marginal Prediction NIPS 2012
Continuous Relaxations for Discrete Hamiltonian Monte Carlo NIPS 2012
Simultaneous Sampling and Multi-Structure Fitting with Adaptive Reversible Jump MCMC NIPS 2011
Near-Uniform Sampling of Combinatorial Spaces Using XOR Constraints NIPS 2006