3 papers
stat.ML2026
A Sensitivity Approach to Causal Inference Under Limited Overlap
Yuanzhe Ma, Yian Huang, Hongseok Namkoong
Limited overlap between treated and control groups is a key challenge in observational analysis. Standard approaches like trimming importance weights can reduce variance but introd…
math.PR2026
Convergence Rate of the Join-the-Shortest-Queue System
Yuanzhe Ma, Siva Theja Maguluri
The Join-the-Shortest-Queue (JSQ) policy is among the most widely used load balancing algorithms and has been extensively studied. However, an exact characterization of the system…
cs.LG2025
A Planning Framework for Adaptive Labeling
Daksh Mittal, Yuanzhe Ma, Shalmali Joshi +1
Ground truth labels/outcomes are critical for advancing scientific and engineering applications, e.g., evaluating the treatment effect of an intervention or performance of a predic…