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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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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)Privacy, accuracy, and consistency too: a holistic solution to contingency table release., , , , , and . PODS, page 273-282. ACM, (2007)Stochastic gradient descent with differentially private updates., , and . GlobalSIP, page 245-248. IEEE, (2013)Crowdsourcing Feature Discovery via Adaptively Chosen Comparisons., , and . HCOMP, page 198-205. AAAI Press, (2015)Robust Empirical Risk Minimization with Tolerance., , , , and . ALT, volume 201 of Proceedings of Machine Learning Research, page 182-203. PMLR, (2023)Communication-Efficient Triangle Counting under Local Differential Privacy., , and . USENIX Security Symposium, page 537-554. USENIX Association, (2022)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)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)