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stat.ML2024
Discrete distributions are learnable from metastable samples
Abhijith Jayakumar, Andrey Y. Lokhov, Sidhant Misra +1
Physically motivated stochastic dynamics are widely used to sample from high-dimensional distributions. However, such samplers often get trapped in metastable states, approximately…
stat.ML2016★ 18 cited
A Note on Alternating Minimization Algorithm for the Matrix Completion Problem
David Gamarnik, Sidhant Misra
We consider the problem of reconstructing a low rank matrix from a subset of its entries and analyze two variants of the so-called Alternating Minimization algorithm, which has bee…