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FRuDA: Framework for Distributed Adversarial Domain Adaptation.

, , , , , and . IEEE Trans. Parallel Distributed Syst., 33 (11): 3153-3164 (2022)

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A systematic evaluation of machine learning on serverless infrastructure., , , , , , , , and . VLDB J., 33 (2): 425-449 (2024)1-bit Adam: Communication Efficient Large-Scale Training with Adam's Convergence Speed., , , , , , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 10118-10129. PMLR, (2021)Decentralization Meets Quantization., , , , and . CoRR, (2018)ERPC: An Edge-Resources Based Framework to Reduce Bandwidth Cost in the Personal Cloud., , , , , , and . WAIM (2), volume 9659 of Lecture Notes in Computer Science, page 444-456. Springer, (2016)Towards Demystifying Serverless Machine Learning Training., , , , , , , , and . SIGMOD Conference, page 857-871. ACM, (2021)Few-shot Named Entity Recognition with Entity-level Prototypical Network Enhanced by Dispersedly Distributed Prototypes., , , , , , and . COLING, page 1842-1854. International Committee on Computational Linguistics, (2022)Ease.ML: A Lifecycle Management System for Machine Learning., , , , , , , , , and 10 other author(s). CIDR, www.cidrdb.org, (2021)Intrusion detection in SCADA systems by traffic periodicity and telemetry analysis., , , and . ISCC, page 318-325. IEEE Computer Society, (2016)A novel optimization scheme for caching in locality-aware P2P networks., , , , , , and . ISCC, page 1024-1031. IEEE Computer Society, (2016)SqueezeAttention: 2D Management of KV-Cache in LLM Inference via Layer-wise Optimal Budget., and . CoRR, (2024)