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Minimax rates for memory-bounded sparse linear regression., and . COLT, volume 40 of JMLR Workshop and Conference Proceedings, page 1564-1587. JMLR.org, (2015)Lower Bounds for Non-Convex Stochastic Optimization., , , , , and . CoRR, (2019)Element Level Differential Privacy: The Right Granularity of Privacy., , and . CoRR, (2019)A Fast Algorithm for Adaptive Private Mean Estimation., , and . CoRR, (2023)Neural Bridge Sampling for Evaluating Safety-Critical Autonomous Systems., , , and . NeurIPS, (2020)Minibatch Stochastic Approximate Proximal Point Methods., , , and . NeurIPS, (2020)Generalizing to Unseen Domains via Adversarial Data Augmentation., , , , , and . NeurIPS, page 5339-5349. (2018)Information-theoretic lower bounds for distributed statistical estimation with communication constraints., , , and . NIPS, page 2328-2336. (2013)Local Privacy and Minimax Bounds: Sharp Rates for Probability Estimation., , and . NIPS, page 1529-1537. (2013)FormulaZero: Distributionally Robust Online Adaptation via Offline Population Synthesis., , , , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 8992-9004. PMLR, (2020)