Kallus, Nathan On the optimality of randomization in experimental design: how to randomize for minimax variance and design-based inference. (English) Zbl 07555271 J. R. Stat. Soc., Ser. B, Stat. Methodol. 83, No. 2, 404-409 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{N. Kallus}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 83, No. 2, 404--409 (2021; Zbl 07555271) Full Text: DOI arXiv
Kallus, Nathan Rejoinder to: “New objectives for policy learning”. (English) Zbl 1464.62446 J. Am. Stat. Assoc. 116, No. 534, 694-698 (2021). MSC: 62P10 62D20 PDFBibTeX XMLCite \textit{N. Kallus}, J. Am. Stat. Assoc. 116, No. 534, 694--698 (2021; Zbl 1464.62446) Full Text: DOI arXiv
Kallus, Nathan More efficient policy learning via optimal retargeting. (English) Zbl 1464.62445 J. Am. Stat. Assoc. 116, No. 534, 646-658 (2021). MSC: 62P10 62D20 62F12 PDFBibTeX XMLCite \textit{N. Kallus}, J. Am. Stat. Assoc. 116, No. 534, 646--658 (2021; Zbl 1464.62445) Full Text: DOI arXiv
Kallus, Nathan Generalized optimal matching methods for causal inference. (English) Zbl 1498.62035 J. Mach. Learn. Res. 21, Paper No. 62, 54 p. (2020). MSC: 62D20 68T05 90C25 65K10 PDFBibTeX XMLCite \textit{N. Kallus}, J. Mach. Learn. Res. 21, Paper No. 62, 54 p. (2020; Zbl 1498.62035) Full Text: arXiv Link
Kallus, Nathan Instrument-armed bandits. (English) Zbl 1407.62300 Janoos, Firdaus (ed.) et al., Algorithmic learning theory 2018. Proceedings of the 29th international conference (ALT 2018), Lanzarote, Spain, April 7–9, 2018. Proceedings of Machine Learning Research (PMLR) 83. [s.l.]: Proceedings of Machine Learning Research PMLR. 529-546 (2018). MSC: 62L15 62C25 PDFBibTeX XMLCite \textit{N. Kallus}, Proc. Mach. Learn. Res. (PMLR) 83, 529--546 (2018; Zbl 1407.62300) Full Text: arXiv Link
Kallus, Nathan Optimal a priori balance in the design of controlled experiments. (English) Zbl 06840458 J. R. Stat. Soc., Ser. B, Stat. Methodol. 80, No. 1, 85-112 (2018). MSC: 62K05 62J10 PDFBibTeX XMLCite \textit{N. Kallus}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 80, No. 1, 85--112 (2018; Zbl 06840458) Full Text: DOI arXiv