DM
Dimitri Meunier
cs.LGstat.MLmath.STstat.THstat.MEecon.EM
On Valency
published · living versionsW_fc55ezc8·v1 · currentpublished
Nonparametric Instrumental Variable Analysis Without Structural Equations: Debiased Inference on Functionals of Inverse Problems with No Solutions
with Zikai Shen, Nathan Kallus, Houssam Zenati, Arthur Gretton +1
1 version
Preprints & journals
15 papers in the corpus · 2022–2026Semiparametrically Efficient Inference for Kernel Measures of Noise Heterogeneity2605.27526v1 · Jakub Wornbard, Zikai Shen, Dimitri Meunier et al.2026 · 0 citationsarXiv
Doubly Robust Proxy Causal Learning with Neural Mean Embeddings2605.09514v2 · Bariscan Bozkurt, Alexandre Galashov, Dimitri Meunier et al.2026 · 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
Outcome-Aware Spectral Feature Learning for Instrumental Variable Regression2512.00919v2 · Dimitri Meunier, Jakub Wornbard, Vladimir R. Kostic et al.2025 · 0 citationsarXiv
Demystifying Spectral Feature Learning for Instrumental Variable Regression2506.10899v3 · Dimitri Meunier, Antoine Moulin, Jakub Wornbard et al.2025 · 0 citationsarXiv
Density Ratio-Free Doubly Robust Proxy Causal Learning2505.19807v2 · Bariscan Bozkurt, Houssam Zenati, Dimitri Meunier et al.2025 · 0 citationsarXiv
Regularized least squares learning with heavy-tailed noise is minimax optimal2505.14214v3 · Mattes Mollenhauer, Nicole Mucke, Dimitri Meunier et al.2025 · 1 citationarXiv
Density Ratio-based Proxy Causal Learning Without Density Ratios2503.08371v2 · Bariscan Bozkurt, Ben Deaner, Dimitri Meunier et al.2025 · 0 citationsarXiv
Optimality and Adaptivity of Deep Neural Features for Instrumental Variable Regression2501.04898v1 · Juno Kim, Dimitri Meunier, Arthur Gretton et al.2025 · 0 citationsarXiv
Nonparametric Instrumental Regression via Kernel Methods is Minimax Optimal2411.19653v2 · Dimitri Meunier, Zhu Li, Tim Christensen et al.2024 · 0 citationsarXiv
Optimal Rates for Vector-Valued Spectral Regularization Learning Algorithms2405.14778v1 · Dimitri Meunier, Zikai Shen, Mattes Mollenhauer et al.2024 · 1 citationarXiv
Towards Optimal Sobolev Norm Rates for the Vector-Valued Regularized Least-Squares Algorithm2312.07186v5 · Zhu Li, Dimitri Meunier, Mattes Mollenhauer et al.2023 · 0 citationsarXiv
Nonlinear Meta-Learning Can Guarantee Faster Rates2307.10870v5 · Dimitri Meunier, Zhu Li, Arthur Gretton et al.2023 · 1 citationarXiv
Optimal Rates for Regularized Conditional Mean Embedding Learning2208.01711v3 · Zhu Li, Dimitri Meunier, Mattes Mollenhauer et al.2022 · 9 citationsarXiv
Distribution Regression with Sliced Wasserstein Kernels2202.03926v2 · Dimitri Meunier, Massimiliano Pontil, Carlo Ciliberto2022 · 4 citationsarXiv
Career total: 17 works. 15 are in this corpus.
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