Concepedia

Max Welling

MW

Statistics

Publications

242

Citations

52K

H-Index

78

Active since

1997

Affiliations

University of Amsterdam(Current)

University of California, Irvine

Amsterdam University of the Arts

Qualcomm (United Kingdom)

University of Toronto

Max Welling is an author at University of Amsterdam specializing in engineering, data science, and machine learning.

Top concepts

EngineeringMachine LearningData ScienceComputer ScienceDeep LearningComputer VisionStatistical InferenceImage AnalysisPattern RecognitionStatistics

Publications per year

1997–2025

242

Publications

242

Auto-Encoding Variational Bayes

Diederik P. Kingma, Max Welling · UvA-DARE (University of Amsterdam) · 2013 · 15.5K citations · Full text

Structured Prediction, Auto-encoding Variational Bayes, Machine Learning +17

Semi-Supervised Classification with Graph Convolutional Networks

Thomas Kipf, Max Welling · arXiv (Cornell University) · 2016 · 8.1K citations · Full text

Engineering, Machine Learning, Network Analysis +17

An Introduction to Variational Autoencoders

Diederik P. Kingma, Max Welling · Foundations and Trends® in Machine Learning · 2019 · 2.3K citations · Full text

Semi-Supervised Learning with Deep Generative Models

Diederik P. Kingma, Max Welling · arXiv (Cornell University) · 2014 · 1.5K citations · Full text

Natural Language Processing, Generative System, Engineering +14

Bayesian Learning via Stochastic Gradient Langevin Dynamics

Max Welling, Yee Whye Teh · 2011 · 1.5K citations

1–5 of 242