Jaime Roquero Gimenez

According to our database, Jaime Roquero Gimenez authored at least 5 papers between 2019 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Causal Aggregation: Estimation and Inference of Causal Effects by Constraint-Based Data Fusion.

Jaime Roquero Gimenez, Dominik Rothenhäusler

J. Mach. Learn. Res., 2022

A Unified f-divergence Framework Generalizing VAE and GAN.

Jaime Roquero Gimenez, James Y. Zou

CoRR, 2022

2019

Discovering Conditionally Salient Features with Statistical Guarantees.

Jaime Roquero Gimenez, James Y. Zou

Proceedings of the 36th International Conference on Machine Learning, 2019

Improving the Stability of the Knockoff Procedure: Multiple Simultaneous Knockoffs and Entropy Maximization.

Jaime Roquero Gimenez, James Y. Zou

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Knockoffs for the Mass: New Feature Importance Statistics with False Discovery Guarantees.

Jaime Roquero Gimenez, Amirata Ghorbani, James Y. Zou

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019