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Max Welling | Researchclopedia

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Max Welling

Microsoft (Netherlands)ORCID

523

Works

63,638

Citations

86

h-index

279

i10-index

Research Topics

Gaussian Processes and Bayesian Inference Neural Networks and Applications Generative Adversarial Networks and Image Synthesis

Affiliations

University of New Brunswick2002–2002

Canadian Institute for Advanced Research2015–2023

Southern Illinois University Carbondale2005–2005

National Research University Higher School of Economics2020–2020

California Institute of Technology2000–2002

Top Works

Auto-Encoding Variational Bayes

Diederik P. Kingma,Max Welling

201315,549 citations

Bayesian Methods and Mixture Models

Domain Adaptation and Few-Shot Learning

Semi-Supervised Classification with Graph Convolutional Networks

Thomas Kipf,Max Welling

20168,058 citations

Modeling Relational Data with Graph Convolutional Networks

Michael Schlichtkrull,Thomas Kipf,et al.

20184,924 citations

An Introduction to Variational Autoencoders

Diederik P. Kingma,Max Welling

20192,393 citations

Semi-Supervised Learning with Deep Generative Models

Diederik P. Kingma,Danilo Jimenez Rezende,et al.

20141,521 citations

Bayesian Learning via Stochastic Gradient Langevin Dynamics

Max Welling,Yee Whye Teh

20111,490 citations

Scientific discovery in the age of artificial intelligence

Hanchen Wang,Tianfan Fu,et al.

20231,453 citations

Proceedings of the 26th International Conference on Neural Information Processing Systems

Chris Burges,Léon Bottou,et al.

20131,325 citations

Graph Convolutional Matrix Completion

Rianne van den Berg,Thomas Kipf,et al.

20171,102 citations