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Efficient Distributed Training in Heterogeneous Mobile Networks with Active Sampling.

, , , and . MSN, page 174-181. IEEE, (2020)

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Stochastic gradient descent with differentially private updates., , and . GlobalSIP, page 245-248. IEEE, (2013)Online Bipartite Perfect Matching With Augmentations., , , and . INFOCOM, page 1044-1052. IEEE, (2009)Sample Complexity of Adversarially Robust Linear Classification on Separated Data., , and . CoRR, (2020)Rates of Convergence for Nearest Neighbor Classification., and . NIPS, page 3437-3445. (2014)The Label Complexity of Active Learning from Observational Data., , and . NeurIPS, page 1808-1817. (2019)When are Non-Parametric Methods Robust?, and . ICML, volume 119 of Proceedings of Machine Learning Research, page 832-841. PMLR, (2020)A Two-Stage Active Learning Algorithm for k-Nearest Neighbors., and . ICML, volume 202 of Proceedings of Machine Learning Research, page 29103-29129. PMLR, (2023)Thompson Sampling for Robust Transfer in Multi-Task Bandits., , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 23363-23416. PMLR, (2022)Why does Throwing Away Data Improve Worst-Group Error?, , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 4144-4188. PMLR, (2023)Data-Copying in Generative Models: A Formal Framework., , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 2364-2396. PMLR, (2023)