96 citations · 96 across the 1 of their papers we have counts for
3 papers
stat.ML2026
Multilevel and Sequential Monte Carlo for Training-Free Diffusion Guidance
Aidan Gleich, Scott C. Schmidler
We address the problem of accurate, training-free guidance for conditional generation in trained diffusion models. Existing methods typically rely on point-estimates to approximate…
q-bio.PE2025
Algorithms for Reconstructing B Cell Lineages in the Presence of Context-Dependent Somatic Hypermutation
Yongkang Li, Kevin J. Wiehe, Scott C. Schmidler
We introduce a method for approximating posterior probabilities of phylogenetic trees and reconstructing ancestral sequences under models of sequence evolution with site-dependence…
math.PR2009★ 96 cited
Conditions for rapid mixing of parallel and simulated tempering on multimodal distributions
Dawn B. Woodard, Scott C. Schmidler, Mark Huber
We give conditions under which a Markov chain constructed via parallel or simulated tempering is guaranteed to be rapidly mixing, which are applicable to a wide range of multimodal…