M. Slawski

activity

20102026

most citedFeature selection guided by structural information

42 citations · 81 across the 21 of their papers we have counts for

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2 papers · 1 filter

stat.ME2022★ 1 cited

Tensor Completion for Causal Inference with Multivariate Longitudinal Data: A Reevaluation of COVID-19 Mandates

Jonathan Auerbach, Martin Slawski, Shixue Zhang

We propose a new method that uses tensor completion to estimate causal effects with multivariate longitudinal data, data in which multiple outcomes are observed for each unit and t…

math.ST2022

Permuted and Unlinked Monotone Regression in $R^{d}$ : an approach based on mixture modeling and optimal transport

Martin Slawski, Bodhisattva Sen

Suppose that we have a regression problem with response variable Y in $R^{d}$ and predictor X in $R^{d}$ , for $d \geq 1$ . In permuted or unlinked regression we have a…

Tensor Completion for Causal Inference with Multivariate Longitudinal Data: A Reevaluation of COVID-19 Mandates

Permuted and Unlinked Monotone Regression in Rd: an approach based on mixture modeling and optimal transport

Permuted and Unlinked Monotone Regression in $R^{d}$ : an approach based on mixture modeling and optimal transport