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Warm-starting Contextual Bandits: Robustly Combining Supervised and Bandit Feedback.

, , , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 7335-7344. PMLR, (2019)

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Tree-projected gradient descent for estimating gradient-sparse parameters on graphs., , and . COLT, volume 125 of Proceedings of Machine Learning Research, page 3683-3708. PMLR, (2020)Connectome-Based Predictive Modelling With Missing Connectivity Data Using Robust Matrix Completion., , , , and . ISBI, page 738-742. IEEE, (2021)Scaling multiple-source entity resolution using statistically efficient transfer learning., , and . CIKM, page 2224-2228. ACM, (2012)Learning sparse Boolean polynomials., and . Allerton Conference, page 2032-2036. IEEE, (2012)Distributed Machine Learning with Sparse Heterogeneous Data., , and . NeurIPS, page 18008-18020. (2021)Iterative ranking from pair-wise comparisons., , and . NIPS, page 2483-2491. (2012)Minimax Estimation of Bandable Precision Matrices., and . NIPS, page 4888-4896. (2017)Feature Selection using Stochastic Gates., , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 10648-10659. PMLR, (2020)Regional Differences in Predicting Risk of 30-Day Readmissions for Heart Failure., , and . Nursing Informatics, volume 250 of Studies in Health Technology and Informatics, page 245-249. IOS Press, (2018)Predicting Risk of 30-Day Readmissions Using Two Emerging Machine Learning Methods., , , and . Nursing Informatics, volume 250 of Studies in Health Technology and Informatics, page 250-255. IOS Press, (2018)