HZ
Houssam Zenati
cs.LGstat.MLmath.STstat.MEstat.THcs.GTmath.OCcs.CVecon.EMstat.AP
On Valency
published · living versionsW_pekpj2tf·v1 · currentpublished
Doubly Robust Deep Kernel Tests for Structured Outcomes
with Robin Leman, Bariscan Bozkurt, Sofiane Tanji, Arthur Gretton
1 version
W_fc55ezc8·v1published
Preprints & journals
22 papers in the corpus · 2018–2026Doubly Robust Proxy Causal Learning with Neural Mean Embeddings2605.09514v2 · Bariscan Bozkurt, Alexandre Galashov, Dimitri Meunier et al.2026 · 0 citationsarXiv
Semiparametric Efficient Test for Interpretable Distributional Treatment Effects2605.08034v1 · Houssam Zenati, Arthur Gretton2026 · 0 citationsarXiv
Nonparametric Instrumental Variable Analysis Without Structural Equations: Debiased Inference on Functionals of Inverse Problems with No Solutions2604.24660v2 · Zikai Shen, Nathan Kallus, Dimitri Meunier et al.2026 · 0 citationsarXivon Valency
Causal mediation analysis with one or multiple mediators: A comparative study.41955059 · Abécassis, Judith, Zenati, Houssam, Boumaïza, Sami et al.2026 · 0 citationsPsychological methods. 2026
Functional Natural Policy Gradients2603.28681v2 · Aurelien Bibaut, Houssam Zenati, Thibaud Rahier et al.2026 · 0 citationsarXiv
Efficient Inference after Directionally Stable Adaptive Experiments2602.21478v1 · Zikai Shen, Houssam Zenati, Nathan Kallus et al.2026 · 0 citationsarXiv
Fast Best-in-Class Regret for Contextual Bandits2510.15483v3 · Samuel Girard, Aurelien Bibaut, Arthur Gretton et al.2025 · 0 citationsarXiv
Kernel Treatment Effects with Adaptively Collected Data2510.10245v2 · Houssam Zenati, Bariscan Bozkurt, Arthur Gretton2025 · 0 citationsarXiv
Doubly-Robust Estimation of Counterfactual Policy Mean Embeddings2506.02793v2 · Houssam Zenati, Bariscan Bozkurt, Arthur Gretton2025 · 0 citationsarXiv
Density Ratio-Free Doubly Robust Proxy Causal Learning2505.19807v2 · Bariscan Bozkurt, Houssam Zenati, Dimitri Meunier et al.2025 · 0 citationsarXiv
Double Debiased Machine Learning for Mediation Analysis with Continuous Treatments2503.06156v1 · Houssam Zenati, Judith Ab'ecassis, Julie Josse et al.2025 · 0 citationsarXiv
Towards Efficient and Optimal Covariance-Adaptive Algorithms for Combinatorial Semi-Bandits2402.15171v4 · Julien Zhou (Thoth, STATIFY), Pierre Gaillard (Thoth) et al.2024 · 0 citationsarXiv
Sequential Counterfactual Risk Minimization2302.12120v2 · Houssam Zenati, Eustache Diemert, Matthieu Martin et al.2023 · 1 citationarXiv
Nested bandits2206.09348v1 · Matthieu Martin, Panayotis Mertikopoulos, Thibaud Rahier et al.2022 · 0 citationsarXiv
Efficient Kernel UCB for Contextual Bandits2202.05638v1 · Houssam Zenati, Alberto Bietti, Eustache Diemert et al.2022 · 1 citationarXiv
Counterfactual Learning of Stochastic Policies with Continuous Actions2004.11722v7 · Houssam Zenati, Alberto Bietti, Matthieu Martin et al.2020 · 1 citationarXiv
Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images1812.07832v1 · Bruno Lecouat, Ken Chang, Chuan-Sheng Foo et al.2018 · 33 citationsarXiv
Adversarially Learned Anomaly Detection1812.02288v1 · Houssam Zenati, Manon Romain, Chuan Sheng Foo et al.2018 · 26 citationsarXiv
Manifold regularization with GANs for semi-supervised learning1807.04307v1 · Bruno Lecouat, Chuan-Sheng Foo, Houssam Zenati et al.2018 · 13 citationsarXiv
Optimistic mirror descent in saddle-point problems: Going the extra (gradient) mile1807.02629v2 · Panayotis Mertikopoulos, Bruno Lecouat, Houssam Zenati et al.2018 · 114 citationsarXiv
Semi-Supervised Learning with GANs: Revisiting Manifold Regularization1805.08957v1 · Bruno Lecouat, Chuan-Sheng Foo, Houssam Zenati et al.2018 · 25 citationsWorkshop track - ICLR 2018
Efficient GAN-Based Anomaly Detection1802.06222v2 · Houssam Zenati, Chuan Sheng Foo, Bruno Lecouat et al.2018 · 518 citationsarXiv
Career total: 34 works. 22 are in this corpus.
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