Knockoffs for the Mass: New Feature Importance Statistics with False Discovery Guarantees. - Jaime Roquero Gimenez; Amirata Ghorbani; James Y. Zou (AISTATS, 2019)

Improving the Stability of the Knockoff Procedure: Multiple Simultaneous Knockoffs and Entropy Maximization. - Jaime Roquero Gimenez; James Y. Zou (AISTATS, 2019)

Discovering Conditionally Salient Features with Statistical Guarantees. - Jaime Roquero Gimenez; James Y. Zou (ICML, 2019)

A Unified f-divergence Framework Generalizing VAE and GAN. - Jaime Roquero Gimenez; James Y. Zou (CoRR, 2022)

Causal Aggregation: Estimation and Inference of Causal Effects by Constraint-Based Data Fusion. - Jaime Roquero Gimenez; Dominik Rothenhäusler (J. Mach. Learn. Res., 2022)