2 citations · 5 across the 5 of their papers we have counts for
5 papers
Geometric planted matchings in high dimensions: The power of multiple views
Timothy L. H. Wee, Kaylee Y. Yang, Zhou Fan +1
We study the problem of recovering the correspondence between a collection of points in and a noisy, permuted version of those points. In the high-dimensional re…
Bayesian inference of planted matchings: Local posterior approximation and infinite-volume limit
Zhou Fan, Timothy L. H. Wee, Kaylee Y. Yang
We study Bayesian inference of an unknown matching between two correlated random point sets and in , under a critical scaling $\|…
Asymptotic mutual information in quadratic estimation problems over compact groups
Kaylee Y. Yang, Timothy L. H. Wee, Zhou Fan
Motivated by applications to group synchronization and quadratic assignment on random data, we study a general problem of Bayesian inference of an unknown ``signal'' belonging to a…
Optimal score estimation via empirical Bayes smoothing
Andre Wibisono, Yihong Wu, Kaylee Yingxi Yang
We study the problem of estimating the score function of an unknown probability distribution from independent and identically distributed observations in dimensions.…
Convergence of the Inexact Langevin Algorithm in KL Divergence with Application to Score-based Generative Models
Kaylee Yingxi Yang, Andre Wibisono
Motivated by the increasingly popular Score-based Generative Modeling (SGM), we study the Inexact Langevin Dynamics (ILD) and Inexact Langevin Algorithm (ILA) where a score functio…