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Communication Efficient, Sample Optimal, Linear Time Locally Private Discrete Distribution Estimation.

, , and . CoRR, (2018)

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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)Locally Private Hypothesis Selection., , , , , and . COLT, volume 125 of Proceedings of Machine Learning Research, page 1785-1816. PMLR, (2020)Improved Rates for Differentially Private Stochastic Convex Optimization with Heavy-Tailed Data., , and . CoRR, (2021)Demo: Software-Defined Device to Device Communication in Multiple Cells., , , and . MobiHoc, page 401-402. ACM, (2015)INSPECTRE: Privately Estimating the Unseen., , , and . J. Priv. Confidentiality, (2020)Hydroxychloroquine, a less toxic derivative of chloroquine, is effective in inhibiting SARS-CoV-2 infection in vitro, , , , , , , , , and . Cell Discovery, 6 (1): 16-- (2020)Privately Learning Markov Random Fields., , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 11129-11140. PMLR, (2020)INFless: a native serverless system for low-latency, high-throughput inference., , , , , , , and . ASPLOS, page 768-781. ACM, (2022)Improved Rates for Differentially Private Stochastic Convex Optimization with Heavy-Tailed Data., , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 10633-10660. PMLR, (2022)Statler: State-Maintaining Language Models for Embodied Reasoning., , , , , , , , , and . ICRA, page 15083-15091. IEEE, (2024)