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Toward Understanding the Influence of Individual Clients in Federated Learning.

, , , , , , and . AAAI, page 10560-10567. AAAI Press, (2021)

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Online Pricing with Reserve Price Constraint for Personal Data Markets., , , , and . ICDE, page 1978-1981. IEEE, (2020)Online Pricing With Reserve Price Constraint for Personal Data Markets., , , , and . IEEE Trans. Knowl. Data Eng., 34 (4): 1928-1943 (2022)Making Big Money from Small Sensors: Trading Time-Series Data under Pufferfish Privacy., , , , and . INFOCOM, page 568-576. IEEE, (2019)Achieving Data Truthfulness and Privacy Preservation in Data Markets., , , , and . IEEE Trans. Knowl. Data Eng., 31 (1): 105-119 (2019)Distributed Non-Convex Optimization with Sublinear Speedup under Intermittent Client Availability., , , , , , , and . CoRR, (2020)Pricing GAN-based data generators under Rényi differential privacy., , , , and . Inf. Sci., (2022)Billion-scale federated learning on mobile clients: a submodel design with tunable privacy., , , , , , , and . MobiCom, page 31:1-31:14. ACM, (2020)Toward Understanding the Influence of Individual Clients in Federated Learning., , , , , , and . AAAI, page 10560-10567. AAAI Press, (2021)Distributed Optimization over Block-Cyclic Data., , , , , , , and . CoRR, (2020)Walle: An End-to-End, General-Purpose, and Large-Scale Production System for Device-Cloud Collaborative Machine Learning., , , , , , , , , and 10 other author(s). OSDI, page 249-265. USENIX Association, (2022)