Work in Progress

• Finite-Sample Valid Permutation Inference for Multiway Clustering and Missing Data
  W. Guo, Panos Toulis, Yuhao Wang

Publications and Preprints

• Gaussianized Design Optimization for Covariate Balance in Randomized Experiments
  W. Guo, Tengyuan Liang, Panos Toulis
  Submitted, 2025.

• ML-assisted Randomization Tests for Detecting Treatment Effects in A/B Experiments
  W. Guo, JungHo Lee, Panos Toulis
  Submitted, 2025.

• Invariance-based Inference in High-Dimensional Regression with Finite-Sample Guarantees
  W. Guo, Panos Toulis
  Under revision (R&R), 2024.

• Reversible Gromov-Monge Sampler for Simulation-Based Inference
  YoonHaeng Hur, W. Guo, Tengyuan Liang
  SIAM Journal on Mathematics of Data Science (SIMODS), 2023.

• Online Learning to Transport via the Minimal Selection Principle
  W. Guo, YoonHaeng Hur, Tengyuan Liang, Christopher Ryan
  Conference on Learning Theory (COLT), 2022.