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Arthur Gretton

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 14, 2026, 11:22 PM AMS

14

papers

460

total citations

papers (14)

Self-Supervised Learning with Kernel Dependence Maximization

NEURIPS 2021arXiv

A Non-Asymptotic Analysis for Stein Variational Gradient Descent

NEURIPS 2020arXiv

Optimal Rates for Regularized Conditional Mean Embedding Learning

NEURIPS 2022arXiv

Deep Proxy Causal Learning and its Application to Confounded Bandit Policy Evaluation

NEURIPS 2021arXiv

KALE Flow: A Relaxed KL Gradient Flow for Probabilities with Disjoint Support

NEURIPS 2021arXiv

Efficient Aggregated Kernel Tests using Incomplete $U$-statistics

NEURIPS 2022arXiv

MMD-Fuse: Learning and Combining Kernels for Two-Sample Testing Without Data Splitting

NEURIPS 2023arXiv

KSD Aggregated Goodness-of-fit Test

NEURIPS 2022arXiv

Deep MMD Gradient Flow without adversarial training

A Distributional Analogue to the Successor Representation

Distributional Bellman Operators over Mean Embeddings

Regularized least squares learning with heavy-tailed noise is minimax optimal

NEURIPS 2025arXiv

Doubly-Robust Estimation of Counterfactual Policy Mean Embeddings

NEURIPS 2025arXiv

A kernel test for quasi-independence