Arthur Gretton
University College London
H-index: 70
Europe-United Kingdom
Top articles of Arthur Gretton
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A Distributional Analogue to the Successor Representation | arXiv preprint arXiv:2402.08530 | Harley Wiltzer* Jesse Farebrother* Arthur Gretton Yunhao Tang André Barreto | 2024/2/13 |
Mmd-fuse: Learning and combining kernels for two-sample testing without data splitting | Advances in Neural Information Processing Systems | Felix Biggs Antonin Schrab Arthur Gretton | 2024/2/13 |
Proxy Methods for Domain Adaptation | Katherine Tsai Stephen R Pfohl Olawale Salaudeen Nicole Chiou Matt Kusner | 2024/4/18 | |
Practical Kernel Tests of Conditional Independence | arXiv preprint arXiv:2402.13196 | Roman Pogodin Antonin Schrab Yazhe Li Danica J Sutherland Arthur Gretton | 2024/2/20 |
Adapting to latent subgroup shifts via concepts and proxies | Ibrahim Alabdulmohsin Nicole Chiou Alexander D’Amour Arthur Gretton Sanmi Koyejo | 2023/4/11 | |
Causal Benchmark Based on Disentangled Image Dataset | Liyuan Xu Arthur Gretton | 2023 | |
Kernel methods for causal functions: dose, heterogeneous and incremental response curves | Biometrika | Rahul Singh Liyuan Xu Arthur Gretton | 2023/7/5 |
A kernel log-rank test of independence for right-censored data | Journal of the American Statistical Association | Tamara Fernández Arthur Gretton David Rindt Dino Sejdinovic | 2021/8/28 |
A kernel stein test of goodness of fit for sequential models | Jerome Baum Heishiro Kanagawa Arthur Gretton | 2023/7/3 | |
Towards optimal Sobolev norm rates for the vector-valued regularized least-squares algorithm | arXiv preprint arXiv:2312.07186 | Zhu Li Dimitri Meunier Mattes Mollenhauer Arthur Gretton | 2023/12/12 |
Deep Hypothesis Tests Detect Clinically Relevant Subgroup Shifts in Medical Images | arXiv preprint arXiv:2303.04862 | Lisa M Koch Christian M Schürch Christian F Baumgartner Arthur Gretton Philipp Berens | 2023/3/8 |
Fast and scalable score-based kernel calibration tests | Pierre Glaser David Widmann Fredrik Lindsten Arthur Gretton | 2023/7/2 | |
Distributional Bellman Operators over Mean Embeddings | arXiv preprint arXiv:2312.07358 | Li Kevin Wenliang Grégoire Déletang Matthew Aitchison Marcus Hutter Anian Ruoss | 2023/12/9 |
The Costs and Benefits of Uniformly Valid Causal Inference with High-Dimensional Nuisance Parameters.............. Niloofar Moosavi, Jenny Häggström and Xavier de Luna 1 … | Statistical Science [ISSN 0883-4237 (print); ISSN 2168-8745 (online)] | Elvezio Ronchetti Andrej Ilievski Alessandra Giovagnoli Isabella Verdinelli Rajen D Shah | 2023/2 |
A kernel Stein test for comparing latent variable models | Journal of the Royal Statistical Society Series B: Statistical Methodology | Heishiro Kanagawa Wittawat Jitkrittum Lester Mackey Kenji Fukumizu Arthur Gretton | 2023/7 |
Kernel Single Proxy Control for Deterministic Confounding | arXiv preprint arXiv:2308.04585 | Liyuan Xu Arthur Gretton | 2023/8/8 |
MMD aggregated two-sample test | Journal of Machine Learning Research | Antonin Schrab Ilmun Kim Mélisande Albert Béatrice Laurent Benjamin Guedj | 2023 |
Prediction under Latent Subgroup Shifts with High-Dimensional Observations | arXiv preprint arXiv:2306.13472 | William I Walker Arthur Gretton Maneesh Sahani | 2023/6/23 |
Nonlinear meta-learning can guarantee faster rates | arXiv preprint arXiv:2307.10870 | Dimitri Meunier Zhu Li Arthur Gretton Samory Kpotufe | 2023/7/20 |
On instrumental variable regression for deep offline policy evaluation | Journal of Machine Learning Research | Yutian Chen Liyuan Xu Caglar Gulcehre Tom Le Paine Arthur Gretton | 2022 |
Co-Authors
