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Privately Learning Markov Random Fields.

, , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 11129-11140. PMLR, (2020)

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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)RIECN: learning relation-based interactive embedding convolutional network for knowledge graph., , , , and . Neural Comput. Appl., 35 (11): 8343-8356 (April 2023)DP-HyPO: An Adaptive Private Hyperparameter Optimization Framework., , , , and . CoRR, (2023)Improved Rates for Differentially Private Stochastic Convex Optimization with Heavy-Tailed Data., , and . CoRR, (2021)Contraction of Locally Differentially Private Mechanisms., and . CoRR, (2022)Generalized Linear Models in Non-interactive Local Differential Privacy with Public Data., , , , and . J. Mach. Learn. Res., (2023)Differentially Private Testing of Identity and Closeness of Discrete Distributions., , and . CoRR, (2017)Differentially Private Assouad, Fano, and Le Cam., , and . ALT, volume 132 of Proceedings of Machine Learning Research, page 48-78. PMLR, (2021)Joint Design of Transmit Waveforms and Receive Filters for MIMO Radar via Manifold Optimization., and . CoRR, (2021)