Learning restricted Boltzmann machines via influence maximization

by Bresler, Guy, Koehler, Frederic, Moitra, Ankur
Published 2021

A spectral condition for spectral gap: fast mixing in high-temperature Ising models

by Eldan, Ronen, Koehler, Frederic, Zeitouni, Ofer
Published 2022

Information theoretic properties of Markov Random Fields, and their algorithmic applications

by Hamilton, Linus Ulysses, Koehler, Frederic, Moitra, Ankur
Published 2018

Provable algorithms for inference in topic models

by Arora, Sanjeev, Ge, Rong, Ma, Tengyu, Koehler, Frederic, Moitra, Ankur
Published 2018