conftrace_

approximate sampling

9 papers

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Co-occurring keywords

markov chain monte carlo (725) determinantal point process (140) gibbs distribution (19) partition function (81) high coupling (1) coreset construction (40) gradient-based sampling (15) probabilistic sampling (17) discrete distribution (49) probabilistic model (476)

Papers

A Greedy Approximation for k-Determinantal Point Processes AISTATS 2024
Random vs. Best-First: Impact of Sampling Strategies on Decision Making in Model-Based Diagnosis AAAI 2022
Oops I Took A Gradient: Scalable Sampling for Discrete Distributions ICML 2021
The Relative Complexity of Maximum Likelihood Estimation, MAP Estimation, and Sampling COLT 2019
DPPy: DPP Sampling with Python JMLR 2019
A Faster Approximation Algorithm for the Gibbs Partition Function COLT 2018
Quantifying the accuracy of approximate diffusions and Markov chains AISTATS 2017
Efficient Sampling for k-Determinantal Point Processes AISTATS 2016
On Sampling from the Gibbs Distribution with Random Maximum A-Posteriori Perturbations NIPS 2013