Beyond Log-concavity: Provable Guarantees for Sampling Multi-modal Distributions using Simulated Tempering Langevin Monte Carlo

Holden Lee, Andrej Risteski, Rong Ge

Feb-14-2026, 13:05:45 GMT–Neural Information Processing Systems

Neural Information Processing Systems http://nips.cc/

log-concave distribution, markov chain, stationary distribution, (12 more...)

Neural Information Processing Systems

Feb-14-2026, 13:05:45 GMT

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Beyond Log-concavity: Provable Guarantees for Sampling Multi-modal Distributions using Simulated Tempering Langevin Monte Carlo

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