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Profile Maximum Likelihood is Optimal for Estimating KL Divergence.

. ISIT, page 1400-1404. IEEE, (2018)

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Maximum Selection and Sorting with Adversarial Comparators and an Application to Density Estimation., , , , and . CoRR, (2016)Communication Complexity in Locally Private Distribution Estimation and Heavy Hitters., and . ICML, volume 97 of Proceedings of Machine Learning Research, page 51-60. PMLR, (2019)Hadamard Response: Estimating Distributions Privately, Efficiently, and with Little Communication., , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 1120-1129. PMLR, (2019)Competitive Classification and Closeness Testing., , , , , and . COLT, volume 23 of JMLR Proceedings, page 22.1-22.18. JMLR.org, (2012)Optimal Probability Estimation with Applications to Prediction and Classification., , , and . COLT, volume 30 of JMLR Workshop and Conference Proceedings, page 764-796. JMLR.org, (2013)Domain Compression and its Application to Randomness-Optimal Distributed Goodness-of-Fit., , , , and . Electron. Colloquium Comput. Complex., (2019)A Chasm Between Identity and Equivalence Testing with Conditional Queries., , and . Electron. Colloquium Comput. Complex., (2014)Quadratic-backtracking algorithm for string reconstruction from substring compositions., , , , and . ISIT, page 1296-1300. IEEE, (2014)The maximum likelihood probability of unique-singleton, ternary, and length-7 patterns., , and . ISIT, page 1135-1139. IEEE, (2009)Expected query complexity of symmetric boolean functions., , and . Allerton, page 26-29. IEEE, (2011)