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Federated Learning of Oligonucleotide Drug Molecule Thermodynamics with Differentially Private ADMM-Based SVM.

, , and . PKDD/ECML Workshops (2), volume 1525 of Communications in Computer and Information Science, page 459-467. Springer, (2021)

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Near-optimal Optimistic Reinforcement Learning using Empirical Bernstein Inequalities., , and . CoRR, (2019)Construction and Random Generation of Hypergraphs with Prescribed Degree and Dimension Sequences., , , and . DEXA (2), volume 12392 of Lecture Notes in Computer Science, page 130-145. Springer, (2020)"How Biased are Your Features?": Computing Fairness Influence Functions with Global Sensitivity Analysis., , and . FAccT, page 138-148. ACM, (2023)Pure Exploration in Bandits with Linear Constraints., , , and . AISTATS, volume 238 of Proceedings of Machine Learning Research, page 334-342. PMLR, (2024)Differentially Private Best-Arm Identification., , , and . CoRR, (2024)Inferential Induction: Joint Bayesian Estimation of MDPs and Value Functions., , , , and . CoRR, (2020)Reinforcement Learning in the Wild with Maximum Likelihood-based Model Transfer., , , , and . CoRR, (2023)Marich: A Query-efficient Distributionally Equivalent Model Extraction Attack using Public Data., and . CoRR, (2023)Differentially Private Non-parametric Machine Learning as a Service., , and . DEXA (1), volume 11706 of Lecture Notes in Computer Science, page 189-204. Springer, (2019)Justicia: A Stochastic SAT Approach to Formally Verify Fairness., , and . AAAI, page 7554-7563. AAAI Press, (2021)