conftrace_

approximate sampling

11 papers

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Co-occurring keywords · papers mentioning both

markov chain monte carlo (7) determinantal point process (3) gibbs distribution (2) partition function (2) langevin dynamics (2) high coupling (1) mixing time (1) coreset construction (1) maximum a posteriori inference (1) gradient-based sampling (1)

Papers

Polynomial-time sampling despite disorder chaos COLT 2026 A Greedy Approximation for k-Determinantal Point Processes AISTATS 2024 Fast sampling from constrained spaces using the Metropolis-adjusted Mirror Langevin algorithm COLT 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 DPPy: DPP Sampling with Python JMLR 2019 The Relative Complexity of Maximum Likelihood Estimation, MAP Estimation, and Sampling COLT 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 NeurIPS 2013