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Asymptotically optimal algorithms for budgeted multiple play bandits.

, , and . Mach. Learn., 108 (11): 1919-1949 (2019)

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Personalized Online Machine Learning., , , , , and . CoRR, (2021)Simple Sorting Criteria Help Find the Causal Order in Additive Noise Models., , , , and . CoRR, (2023)Asymptotically optimal algorithms for budgeted multiple play bandits., , and . Mach. Learn., 108 (11): 1919-1949 (2019)Post-Contextual-Bandit Inference., , , , and . NeurIPS, page 28548-28559. (2021)Sifting abstracts from Medline and evaluating their relevance to molecular biology., , , , and . MIE, volume 124 of Studies in Health Technology and Informatics, page 111-116. IOS Press, (2006)Rate-adaptive model selection over a collection of black-box contextual bandit algorithms., , and . CoRR, (2020)tmle.npvi: targeted, integrative search of associations between DNA copy number and gene expression, accounting for DNA methylation., and . Bioinform., 31 (18): 3054-3056 (2015)Risk Minimization from Adaptively Collected Data: Guarantees for Supervised and Policy Learning., , , , and . NeurIPS, page 19261-19273. (2021)Positivity-free Policy Learning with Observational Data., , , and . CoRR, (2023)Targeted Machine Learning: how we can use machine learning for causal inference.. EGC, volume E-37 of RNTI, page 1-2. Éditions RNTI, (2021)