Arthur Gretton - Publications, H-index & Citations

Arthur Gretton

university college london

57H指数

332论文数

2.2W被引数

收录论文 15

发表时间

Nonlinear Meta-learning Can Guarantee Faster Rates\ast 非线性元学习可以保证更快的收敛速度\ast

SIAM Journal on Mathematics of Data Science

IF2.6

2025-12-31

PREAI

Meunier, Dimitri; Li, Zhu; Gretton, Arthur; Kpotufe, Samory

CONTROLLING MOMENTS WITH KERNEL STEIN DISCREPANCIES 利用核斯坦差异控制矩

ANNALS OF APPLIED PROBABILITY

IF1.8

2025-12-01

PREAI

Kanagawa, Heishiro; Barp, Alessandro; Gretton, Arthur; Mackey, Lester

Sequential kernel embedding for mediated and time-varying dose response curves

Bernoulli

IF1.7

2025-11-01

PREAI

Singh, Rahul; Xu, Liyuan; Gretton, Arthur

A kernel Stein test for comparing latent variable models

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

IF3.6

2023-05-06

OAAI

Kanagawa, Heishiro; Jitkrittum, Wittawat; Mackey, Lester; Fukumizu, Kenji; Gretton, Arthur

Stein's Method Meets Computational Statistics: A Review of Some Recent Developments

ENERGY AND BUILDINGS

IF7.1

2023-02-01

OAAI

Anastasiou, Andreas; Barp, Alessandro; Briol, Francois-Xavier; Ebner, Bruno; Gaunt, Robert E.; Ghaderinezhad, Fatemeh; Gorham, Jackson; Gretton, Arthur; Ley, Christophe; Liu, Qiang; Mackey, Lester; Oates, Chris J.; Reinert, Gesine; Swan, Yvik

A Kernel Log-Rank Test of Independence for Right-Censored Data

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2021-09-13

OAAI

Fernandez, Tamara; Gretton, Arthur; Rindt, David; Sejdinovic, Dino

Conditional BRUNO: A neural process for exchangeable labelled data

NEUROCOMPUTING

IF6.5

2020-11-01

OAAI

Korshunova, Iryna; Gal, Yarin; Gretton, Arthur; Dambre, Joni

Model-based kernel sum rule: kernel Bayesian inference with probabilistic models 基于模型的核求和规则: 基于概率模型的核贝叶斯推理

MACHINE LEARNING

IF2.9

2020-01-02

OAAI

Nishiyama, Yu; Kanagawa, Motonobu; Gretton, Arthur; Fukumizu, Kenji

MERLiN: Mixture Effect Recovery in Linear Networks

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2016-10-01

OAAI

Weichwald, Sebastian; Grosse-Wentrup, Moritz; Gretton, Arthur

EQUIVALENCE OF DISTANCE-BASED AND RKHS-BASED STATISTICS IN HYPOTHESIS TESTING

ANNALS OF STATISTICS

IF3.7

2013-10-01

455

OAAI

Sejdinovic, Dino; Sriperumbudur, Bharath; Gretton, Arthur; Fukumizu, Kenji

Kernel Embeddings of Conditional Distributions

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2013-07-01

148

PREAI

Song, Le; Fukumizu, Kenji; Gretton, Arthur

Semi-supervised kernel canonical correlation analysis with application to human fMRI 半监督核典型相关分析及其在人体功能磁共振成像中的应用

PATTERN RECOGNITION LETTERS

IF3.3

2011-08-01

OAAI

Blaschko, Matthew B.; Shelton, Jacquelyn A.; Bartels, Andreas; Lampert, Christoph H.; Gretton, Arthur

Temporal kernel CCA and its application in multimodal neuronal data analysis

MACHINE LEARNING

IF2.9

2009-11-13

OAAI

Biessmann, Felix; Meinecke, Frank C.; Gretton, Arthur; Rauch, Alexander; Rainer, Gregor; Logothetis, Nikos K.; Mueller, Klaus-Robert

An online support vector machine for abnormal events detection

SIGNAL PROCESSING

IF3.6

2006-08-01

PREAI

Davy, Manuel; Desobry, Frederic; Gretton, Arthur; Doncarli, Christian

Optimized support vector machines for nonstationary signal classification 优化支持向量机在非平稳信号分类中的应用

ieee signal processing magazine

IF3.9

2002-12-01

PREAI

Davy, M; Gretton, A; Doucet, A; Rayner, PJW

研究方向