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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)

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INSPECTRE: Privately Estimating the Unseen., , , and . J. Priv. Confidentiality, (2020)Distributed Learning with Sublinear Communication., , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 40-50. PMLR, (2019)Test without Trust: Optimal Locally Private Distribution Testing., , , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 2067-2076. PMLR, (2019)On reconstructing a string from its substring compositions., , , , and . ISIT, page 1238-1242. IEEE, (2010)The Role of Interactivity in Structured Estimation., , , and . COLT, volume 178 of Proceedings of Machine Learning Research, page 1328-1355. PMLR, (2022)Sample Complexity of Distinguishing Cause from Effect., , , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 10487-10504. PMLR, (2023)Context Aware Local Differential Privacy., , , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 52-62. PMLR, (2020)Distributed Signal Detection under Communication Constraints., , and . COLT, volume 125 of Proceedings of Machine Learning Research, page 41-63. PMLR, (2020)Information-constrained optimization: can adaptive processing of gradients help?, , , and . NeurIPS, page 7126-7138. (2021)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)