conftrace_

sampling algorithm

130 papers

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Co-occurring keywords

markov chain monte carlo (725) bayesian inference (1907) langevin dynamics (128) generative model (2892) determinantal point process (140) wasserstein distance (417) langevin monte carlo (33) hamiltonian monte carlo (92) log-concave distribution (46) approximation algorithm (630)

Papers

Estimating the size of search trees by sampling with domain knowledge IJCAI 2017
Sampling for Approximate Maximum Search in Factorized Tensor IJCAI 2017
Recursive Sampling for the Nystrom Method NIPS 2017
Polynomial time algorithms for dual volume sampling NIPS 2017
Stochastic Gradient Richardson-Romberg Markov Chain Monte Carlo NIPS 2016
Towards Unifying Hamiltonian Monte Carlo and Slice Sampling NIPS 2016
Synthesis of MCMC and Belief Propagation NIPS 2016
A Constant-Factor Bi-Criteria Approximation Guarantee for k-means++ NIPS 2016
Robust Monte Carlo Sampling using Riemannian Nosé-Poincaré Hamiltonian Dynamics ICML 2016
SPALS: Fast Alternating Least Squares via Implicit Leverage Scores Sampling NIPS 2016
Slice Sampling on Hamiltonian Trajectories ICML 2016
Finite-Time Analysis of Projected Langevin Monte Carlo NIPS 2015
Effective Sampling and Learning for Mallows Models with Pairwise-Preference Data JMLR 2014
Coherent Matrix Completion ICML 2014
Hamiltonian Monte Carlo Without Detailed Balance ICML 2014
Spherical Hamiltonian Monte Carlo for Constrained Target Distributions ICML 2014
Fast Sampling-Based Inference in Balanced Neuronal Networks NIPS 2014
A* Sampling NIPS 2014
Demixing odors - fast inference in olfaction NIPS 2013
Fast Determinantal Point Process Sampling with Application to Clustering NIPS 2013
Bayesian Robust Matrix Factorization for Image and Video Processing ICCV 2013
What do row and column marginals reveal about your dataset? NIPS 2013
Efficiently Sampling Probabilistic Programs via Program Analysis AISTATS 2013
Regret based Robust Solutions for Uncertain Markov Decision Processes NIPS 2013
Can matrix coherence be efficiently and accurately estimated? AISTATS 2011