Arthur Gretton
University College London
H-index: 70
Europe-United Kingdom
Top articles of Arthur Gretton
Practical Kernel Tests of Conditional Independence
arXiv preprint arXiv:2402.13196
2024/2/20
A Distributional Analogue to the Successor Representation
arXiv preprint arXiv:2402.08530
2024/2/13
Arthur Gretton
H-Index: 46
Yunhao Tang
H-Index: 9
Mmd-fuse: Learning and combining kernels for two-sample testing without data splitting
Advances in Neural Information Processing Systems
2024/2/13
Felix Biggs
H-Index: 1
Arthur Gretton
H-Index: 46
A kernel Stein test for comparing latent variable models
Journal of the Royal Statistical Society Series B: Statistical Methodology
2023/7
Heishiro Kanagawa
H-Index: 5
Arthur Gretton
H-Index: 46
Prediction under Latent Subgroup Shifts with High-Dimensional Observations
arXiv preprint arXiv:2306.13472
2023/6/23
Arthur Gretton
H-Index: 46
Maneesh Sahani
H-Index: 35
Adapting to latent subgroup shifts via concepts and proxies
2023/4/11
Arthur Gretton
H-Index: 46
Sanmi Koyejo
H-Index: 18
A kernel log-rank test of independence for right-censored data
Journal of the American Statistical Association
2021/8/28
Deep Hypothesis Tests Detect Clinically Relevant Subgroup Shifts in Medical Images
arXiv preprint arXiv:2303.04862
2023/3/8
Arthur Gretton
H-Index: 46
Philipp Berens
H-Index: 28
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)]
2023/2
MMD aggregated two-sample test
Journal of Machine Learning Research
2023
Arthur Gretton
H-Index: 46
Causal Benchmark Based on Disentangled Image Dataset
2023
Arthur Gretton
H-Index: 46
Towards optimal Sobolev norm rates for the vector-valued regularized least-squares algorithm
arXiv preprint arXiv:2312.07186
2023/12/12
Mattes Mollenhauer
H-Index: 3
Arthur Gretton
H-Index: 46
Distributional Bellman Operators over Mean Embeddings
arXiv preprint arXiv:2312.07358
2023/12/9
Li Kevin Wenliang
H-Index: 4
Matthew Aitchison
H-Index: 1
Marcus Hutter
H-Index: 25
Arthur Gretton
H-Index: 46
Kernel Single Proxy Control for Deterministic Confounding
arXiv preprint arXiv:2308.04585
2023/8/8
Arthur Gretton
H-Index: 46
Nonlinear meta-learning can guarantee faster rates
arXiv preprint arXiv:2307.10870
2023/7/20
Arthur Gretton
H-Index: 46
Samory Kpotufe
H-Index: 12
Kernel methods for causal functions: dose, heterogeneous and incremental response curves
Biometrika
2023/7/5
Rahul Singh
H-Index: 3
Arthur Gretton
H-Index: 46
A kernel stein test of goodness of fit for sequential models
2023/7/3
Heishiro Kanagawa
H-Index: 5
Arthur Gretton
H-Index: 46
Fast and scalable score-based kernel calibration tests
2023/7/2
Efficient conditionally invariant representation learning
ICLR 2023 notable top 5%
2022/12/16
Arthur Gretton
H-Index: 46
Co-Authors
