3 citations · 8 across the 14 of their papers we have counts for
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math.ST2020
Optimal Sub-Gaussian Mean Estimation in
Jasper C. H. Lee, Paul Valiant
We revisit the problem of estimating the mean of a real-valued distribution, presenting a novel estimator with sub-Gaussian convergence: intuitively, "our estimator, on any distrib…
cs.LG2020★ 1 cited
Quantifying and Reducing Bias in Maximum Likelihood Estimation of Structured Anomalies
Uthsav Chitra, Kimberly Ding, Jasper C. H. Lee +1
Anomaly estimation, or the problem of finding a subset of a dataset that differs from the rest of the dataset, is a classic problem in machine learning and data mining. In both the…