7 citations · 17 across the 11 of their papers we have counts for
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cs.DS2020
Making mean-estimation more efficient using an MCMC trace variance approach: DynaMITE
Cyrus Cousins, Shahrzad Haddadan, Eli Upfal
We introduce a novel statistical measure for MCMC-mean estimation, the inter-trace variance , which depends on a Markov chain and a fu…
cs.LG2020★ 7 cited
MCRapper: Monte-Carlo Rademacher Averages for Poset Families and Approximate Pattern Mining
Leonardo Pellegrina, Cyrus Cousins, Fabio Vandin +1
We present MCRapper, an algorithm for efficient computation of Monte-Carlo Empirical Rademacher Averages (MCERA) for families of functions exhibiting poset (e.g., lattice) structur…