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
Showing 2017Show all
2 papers · 1 filter
math.ST2017
Weighted Message Passing and Minimum Energy Flow for Heterogeneous Stochastic Block Models with Side Information
T. Tony Cai, Tengyuan Liang, Alexander Rakhlin
We study the misclassification error for community detection in general heterogeneous stochastic block models (SBM) with noisy or partial label information. We establish a connecti…
math.ST2017★ 10 cited
Two-sample instrumental variable analyses using heterogeneous samples
Qingyuan Zhao, Jingshu Wang, Jack Bowden +1
Instrumental variable analysis is a widely used method to estimate causal effects in the presence of unmeasured confounding. When the instruments, exposure and outcome are not meas…