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Leverage Score Sampling for Faster Accelerated Regression and ERM.

, , , , , and . ALT, volume 117 of Proceedings of Machine Learning Research, page 22-47. PMLR, (2020)

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On the Insufficiency of Existing Momentum Schemes for Stochastic Optimization., , , and . ITA, page 1-9. IEEE, (2018)Deformable trellises on factor graphs for robust microtubule tracking in clutter., , and . ISBI, page 676-679. IEEE, (2012)Efficient Estimation of Generalization Error and Bias-Variance Components of Ensembles., , , , , and . CoRR, (2017)Mitigating Covariate Shift in Imitation Learning via Offline Data Without Great Coverage., , , , and . CoRR, (2021)MobILE: Model-Based Imitation Learning From Observation Alone., , and . NeurIPS, page 28598-28611. (2021)A Structured Prediction Approach for Missing Value Imputation., , , and . CoRR, (2013)Enhancing Group Fairness in Online Settings Using Oblique Decision Forests., , , , , , and . CoRR, (2023)Top-k eXtreme Contextual Bandits with Arm Hierarchy., , , , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 9422-9433. PMLR, (2021)Counterfactual Learning To Rank for Utility-Maximizing Query Autocompletion., , , , and . SIGIR, page 791-802. ACM, (2022)On Shannon capacity and causal estimation., and . Allerton, page 988-992. IEEE, (2015)