41 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of PennsylvaniaUS17 papers
- Wharton County Junior CollegeUS14 papers
- Rutgers, The State University of New JerseyUS3 papers
- Microsoft Research New England (United States)US2 papers
- University of the ArtsUS2 papers
- Applied Mathematics (United States)US1 paper
- Brigham and Women's HospitalUS1 paper
- Carnegie Mellon UniversityUS1 paper
- Department of Physics, Mathematics and InformaticsBY1 paper
- Harvard UniversityUS1 paper
- Kaiser Permanente Washington Health Research InstituteUS1 paper
- Massachusetts Institute of TechnologyUS1 paper
4 papers · 1 filter
Models as Approximations II: A Model-Free Theory of Parametric Regression
Andreas Buja, Lawrence Brown, Arun Kumar Kuchibhotla +3
We develop a model-free theory of general types of parametric regression for iid observations. The theory replaces the parameters of parametric models with statistical functionals,…
Fair Algorithms for Infinite and Contextual Bandits
Matthew Joseph, Michael Kearns, Jamie Morgenstern +2
We study fairness in linear bandit problems. Starting from the notion of meritocratic fairness introduced in Joseph et al. [2016], we carry out a more refined analysis of a more ge…
A Sparse PCA Approach to Clustering
T. Tony Cai, Linjun Zhang
We discuss a clustering method for Gaussian mixture model based on the sparse principal component analysis (SPCA) method and compare it with the IF-PCA method. We also discuss the…
Covariate Balancing Propensity Score by Tailored Loss Functions
Qingyuan Zhao
In observational studies, propensity scores are commonly estimated by maxi- mum likelihood but may fail to balance high-dimensional pre-treatment covariates even after specificatio…