354 citations · 806 across the 36 of their papers we have counts for
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math.PR2017
Stein's Method for Stationary Distributions of Markov Chains and Application to Ising Models
Guy Bresler, Dheeraj M. Nagaraj
We develop a new technique, based on Stein's method, for comparing two stationary distributions of irreducible Markov Chains whose update rules are `close enough'. We apply this te…
stat.ML2017
Regret Bounds and Regimes of Optimality for User-User and Item-Item Collaborative Filtering
Guy Bresler, Mina Karzand
We consider an online model for recommendation systems, with each user being recommended an item at each time-step and providing 'like' or 'dislike' feedback. Each user may be reco…