Max Welling
Max Welling
Professor Machine Learning, University of Amsterdam
Verified email at uva.nl
Title
Cited by
Cited by
Year
Auto-encoding variational bayes
DP Kingma, M Welling
arXiv preprint arXiv:1312.6114, 2013
136792013
Semi-supervised classification with graph convolutional networks
TN Kipf, M Welling
arXiv preprint arXiv:1609.02907, 2016
75072016
Semi-supervised learning with deep generative models
DP Kingma, DJ Rezende, S Mohamed, M Welling
arXiv preprint arXiv:1406.5298, 2014
19772014
Bayesian learning via stochastic gradient Langevin dynamics
M Welling, YW Teh
Proceedings of the 28th international conference on machine learning (ICML …, 2011
12712011
Modeling relational data with graph convolutional networks
M Schlichtkrull, TN Kipf, P Bloem, R Van Den Berg, I Titov, M Welling
European semantic web conference, 593-607, 2018
10992018
Improving variational inference with inverse autoregressive flow
DP Kingma, T Salimans, R Jozefowicz, X Chen, I Sutskever, M Welling
arXiv preprint arXiv:1606.04934, 2016
9962016
Unsupervised learning of models for recognition
M Weber, M Welling, P Perona
European conference on computer vision, 18-32, 2000
9232000
Variational graph auto-encoders
TN Kipf, M Welling
arXiv preprint arXiv:1611.07308, 2016
8692016
Variational dropout and the local reparameterization trick
DP Kingma, T Salimans, M Welling
arXiv preprint arXiv:1506.02557, 2015
7352015
A collapsed variational Bayesian inference algorithm for latent Dirichlet allocation
YW Teh, D Newman, M Welling
CALIFORNIA UNIV IRVINE SCHOOL OF INFORMATION AND COMPUTER SCIENCE, 2007
7042007
On smoothing and inference for topic models
A Asuncion, M Welling, P Smyth, YW Teh
arXiv preprint arXiv:1205.2662, 2012
7022012
Group equivariant convolutional networks
T Cohen, M Welling
International conference on machine learning, 2990-2999, 2016
6962016
Fast collapsed gibbs sampling for latent dirichlet allocation
I Porteous, D Newman, A Ihler, A Asuncion, P Smyth, M Welling
Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008
6612008
Exponential Family Harmoniums with an Application to Information Retrieval.
M Welling, M Rosen-Zvi, GE Hinton
Nips 4, 1481-1488, 2004
5572004
Distributed algorithms for topic models.
D Newman, A Asuncion, P Smyth, M Welling
Journal of Machine Learning Research 10 (8), 2009
4622009
Markov chain monte carlo and variational inference: Bridging the gap
T Salimans, D Kingma, M Welling
International Conference on Machine Learning, 1218-1226, 2015
4092015
Visualizing deep neural network decisions: Prediction difference analysis
LM Zintgraf, TS Cohen, T Adel, M Welling
arXiv preprint arXiv:1702.04595, 2017
3902017
Learning Sparse Neural Networks through Regularization
C Louizos, M Welling, DP Kingma
arXiv preprint arXiv:1712.01312, 2017
3852017
Spherical cnns
TS Cohen, M Geiger, J Köhler, M Welling
arXiv preprint arXiv:1801.10130, 2018
3822018
Graph convolutional matrix completion
R Berg, TN Kipf, M Welling
arXiv preprint arXiv:1706.02263, 2017
3432017
The system can't perform the operation now. Try again later.
Articles 1–20