Ultra Marginal Feature Importance. - Joseph Janssen; Vincent Guan (CoRR, 2022)

Ultra-marginal Feature Importance: Learning from Data with Causal Guarantees. - Joseph Janssen; Vincent Guan; Elina Robeva (AISTATS, 2023)

A critical appraisal of water table depth estimation: Challenges and opportunities within machine learning. - Joseph Janssen; Ardalan Tootchi; Ali A. Ameli (CoRR, 2024)

Identifying Drift, Diffusion, and Causal Structure from Temporal Snapshots. - Vincent Guan; Joseph Janssen; Hossein Rahmani 005; Andrew Warren; Stephen Zhang; Elina Robeva; Geoffrey Schiebinger (CoRR, 2024)