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When Lempel-Ziv-Welch Meets Machine Learning: A Case Study of Accelerating Machine Learning using Coding.

, , , , , and . CoRR, (2017)

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Model-based Pricing for Machine Learning in a Data Marketplace., , and . CoRR, (2018)Efficient Online ML API Selection for Multi-Label Classification Tasks., , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 3716-3746. PMLR, (2022)Tuple-oriented Compression for Large-scale Mini-batch Stochastic Gradient Descent., , , , , , and . SIGMOD Conference, page 1517-1534. ACM, (2019)Enabling and Optimizing Non-linear Feature Interactions in Factorized Linear Algebra., , and . SIGMOD Conference, page 1571-1588. ACM, (2019)Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews., , , , , , , , , and 2 other author(s). CoRR, (2024)Solon: Communication-efficient Byzantine-resilient Distributed Training via Redundant Gradients., , , , and . CoRR, (2021)A Novel Public Key Encryption Scheme for Large Image., , and . TrustCom, page 955-960. IEEE Computer Society, (2014)Manifold Assumption and Defenses Against Adversarial Perturbations., , , and . CoRR, (2017)Estimating and Explaining Model Performance When Both Covariates and Labels Shift., , and . NeurIPS, (2022)HAPI: A Large-scale Longitudinal Dataset of Commercial ML API Predictions., , , , , and . NeurIPS, (2022)