Knockoffs for the mass: new feature importance statistics with false discovery guarantees J Roquero Gimenez, A Ghorbani, J Zou arXiv preprint arXiv:1807.06214, 2018 | 68* | 2018 |
Improving the Stability of the Knockoff Procedure: Multiple Simultaneous Knockoffs and Entropy Maximization J Roquero Gimenez, J Zou arXiv preprint arXiv:1810.11378, 2018 | 50* | 2018 |
Discovering Conditionally Salient Features with Statistical Guarantees J Roquero Gimenez, J Zou arXiv e-prints, arXiv: 1905.12177, 2019 | 20* | 2019 |
Identifying Invariant Factors Across Multiple Environments with KL Regression J Roquero Gimenez, J Zou arXiv e-prints, arXiv: 2002.08341, 2020 | 4* | 2020 |
A Unified f-divergence Framework Generalizing VAE and GAN J Roquero Gimenez, J Zou arXiv e-prints, arXiv: 2205.05214, 2022 | 3* | 2022 |
Causal aggregation: estimation and inference of causal effects by constraint-based data fusion J Roquero Gimenez, D Rothenhäusler arXiv e-prints, arXiv: 2106.03024, 2021 | 2* | 2021 |
Causal Aggregation of Heterogeneous Datasets and Stabilization of Feature Selection Procedures JR Gimenez Stanford University, 2022 | | 2022 |