Sotabase

Career

· Merkin Distinguished Visiting Professor, Caltech2024–
· Co-Founder And CAIO, CuspAI2024–2025
· Co-Founder And Chief Technology Officer, CuspAI2024–
· VP Distinguished Scientist, Microsoft2021–2023
· Hoogleraar - Full Professor (Part Time 1 Day A Week), University of Amsterdam2021–
· Vice President Technologies, Qualcomm2017–2021
· Hoogleraar - Full Professor (Part Time 2 Days A Week), University of Amsterdam2017–2021
· Senior Fellow, Canadian Institute for Advanced Research (Current)2015–
· Co-founder And Chief Scientific Advisor, Scyfer B.V.2013–2017
· Hoogleraar - Full Professor (Fulltime), University of Amsterdam2012–2017
· Professor, UC Irvine2003–2012
· PhD Theoretical Physics, Utrecht University1987–1997

Publications (354)

Semi-Supervised Classification with Graph Convolutional Networks
International Conference on Learning Representations · 2016
33,319
cited
Auto-Encoding Variational Bayes
International Conference on Learning Representations · 2013
17,203
cited
Modeling Relational Data with Graph Convolutional Networks
Extended Semantic Web Conference · 2017
5,614
cited
Variational Graph Auto-Encoders
arXiv.org · 2016
4,143
cited
Bayesian Learning via Stochastic Gradient Langevin Dynamics
International Conference on Machine Learning · 2011
2,928
cited
Semi-supervised Learning with Deep Generative Models
Neural Information Processing Systems · 2014
2,870
cited
An Introduction to Variational Autoencoders
Found. Trends Mach. Learn. · 2019
2,822
cited
Attention-based Deep Multiple Instance Learning
International Conference on Machine Learning · 2018
2,337
cited
Group Equivariant Convolutional Networks
International Conference on Machine Learning · 2016
2,190
cited
Improved Variational Inference with Inverse Autoregressive Flow
Neural Information Processing Systems · 2016
1,939
cited
Variational Dropout and the Local Reparameterization Trick
Neural Information Processing Systems · 2015
1,623
cited
Attention, Learn to Solve Routing Problems!
International Conference on Learning Representations · 2018
1,498
cited
UvA-DARE ( Digital Academic Repository ) Graph Convolutional Matrix Completion
2017
1,381
cited
Scientific discovery in the age of artificial intelligence
Nature · 2023
1,351
cited
E(n) Equivariant Graph Neural Networks
International Conference on Machine Learning · 2021
1,321
cited
Learning Sparse Neural Networks through L0 Regularization
International Conference on Learning Representations · 2017
1,249
cited
Spherical CNNs
International Conference on Learning Representations · 2018
980
cited
SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks
Neural Information Processing Systems · 2020
845
cited
Neural Relational Inference for Interacting Systems
International Conference on Machine Learning · 2018
841
cited
Causal Effect Inference with Deep Latent-Variable Models
Neural Information Processing Systems · 2017
836
cited
Sotabase
Max Welling | Researcher Profile | Sotabase | Sotabase