conftrace_

constrained sampling

17 papers

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Co-occurring keywords

markov chain monte carlo (725) langevin dynamics (128) language model (4599) constrained optimization (281) bayesian inference (1907) langevin monte carlo (33) stein variational gradient descent (49) hamiltonian monte carlo (92) manifold sampling (11) stochastic gradient (296)

Papers

Functional Gradient Flows for Constrained Sampling NIPS 2024
Constrained Sampling with Primal-Dual Langevin Monte Carlo NIPS 2024
Penalized Overdamped and Underdamped Langevin Monte Carlo Algorithms for Constrained Sampling JMLR 2024
Fast sampling from constrained spaces using the Metropolis-adjusted Mirror Langevin algorithm COLT 2024
Better than Random: Reliable NLG Human Evaluation with Constrained Active Sampling AAAI 2024
MotionDiffuser: Controllable Multi-Agent Motion Prediction Using Diffusion CVPR 2023
Unbiased constrained sampling with Self-Concordant Barrier Hamiltonian Monte Carlo NIPS 2023
Learning Rate Free Sampling in Constrained Domains NIPS 2023
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing AAAI 2023
Counting, Sampling, and Synthesis: The Quest for Scalability IJCAI 2022
WordTies: Measuring Word Associations in Language Models via Constrained Sampling EMNLP 2022
Sampling in Constrained Domains with Orthogonal-Space Variational Gradient Descent NIPS 2022
Gradient-based Constrained Sampling from Language Models EMNLP 2022
Sampling with Riemannian Hamiltonian Monte Carlo in a Constrained Space NIPS 2022
Projected Stochastic Gradient Langevin Algorithms for Constrained Sampling and Non-Convex Learning COLT 2021
Back-translation for Large-Scale Multilingual Machine Translation EMNLP 2021
Flexible sampling of discrete data correlations without the marginal distributions NIPS 2013