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20152026
most citedOn the ability of neural nets to express distributions

42 citations · 156 across the 35 of their papers we have counts for

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stat.ML2025

Sampling from multimodal distributions with warm starts: Non-asymptotic bounds for the Reweighted Annealed Leap-Point Sampler

Holden Lee, Matheau Santana-Gijzen

Sampling from multimodal distributions is a central challenge in Bayesian inference and machine learning. In light of hardness results for sampling -- classical MCMC methods, even…

math.PR2025

Mixing of general biased adjacent transposition chains

Reza Gheissari, Holden Lee, Eric Vigoda

We analyze the general biased adjacent transposition shuffle process, which is a well-studied Markov chain on the symmetric group . In each step, an adjacent pair of elements…