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Jaime Roquero Gimenez
Jaime Roquero Gimenez
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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
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Artículos 1–7