Jaime Roquero Gimenez

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 8

Top Topics

Feature Importance

Top Venues

J. Mach. Learn. Res.

Publications

Jaime Roquero Gimenez, Dominik Rothenhäusler
Causal Aggregation: Estimation and Inference of Causal Effects by Constraint-Based Data Fusion. J. Mach. Learn. Res. 23 (2022)
Jaime Roquero Gimenez, James Y. Zou
A Unified f-divergence Framework Generalizing VAE and GAN. CoRR (2022)
Jaime Roquero Gimenez, James Y. Zou
Discovering Conditionally Salient Features with Statistical Guarantees. ICML (2019)
Jaime Roquero Gimenez, James Y. Zou
Discovering Conditionally Salient Features with Statistical Guarantees. CoRR (2019)
Jaime Roquero Gimenez, Amirata Ghorbani, James Y. Zou
Knockoffs for the Mass: New Feature Importance Statistics with False Discovery Guarantees. AISTATS (2019)
Jaime Roquero Gimenez, James Y. Zou
Improving the Stability of the Knockoff Procedure: Multiple Simultaneous Knockoffs and Entropy Maximization. AISTATS (2019)
Jaime Roquero Gimenez, James Y. Zou
Improving the Stability of the Knockoff Procedure: Multiple Simultaneous Knockoffs and Entropy Maximization. CoRR (2018)
Jaime Roquero Gimenez, Amirata Ghorbani, James Y. Zou
Knockoffs for the mass: new feature importance statistics with false discovery guarantees. CoRR (2018)