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
130112013
Semi-supervised classification with graph convolutional networks
TN Kipf, M Welling
arXiv preprint arXiv:1609.02907, 2016
68782016
Semi-supervised learning with deep generative models
DP Kingma, DJ Rezende, S Mohamed, M Welling
arXiv preprint arXiv:1406.5298, 2014
19162014
Bayesian learning via stochastic gradient Langevin dynamics
M Welling, YW Teh
Proceedings of the 28th international conference on machine learning (ICMLá…, 2011
12242011
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
10182018
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
9622016
Unsupervised learning of models for recognition
M Weber, M Welling, P Perona
European conference on computer vision, 18-32, 2000
9192000
Variational graph auto-encoders
TN Kipf, M Welling
arXiv preprint arXiv:1611.07308, 2016
8002016
Variational dropout and the local reparameterization trick
DP Kingma, T Salimans, M Welling
arXiv preprint arXiv:1506.02557, 2015
7022015
On smoothing and inference for topic models
A Asuncion, M Welling, P Smyth, YW Teh
arXiv preprint arXiv:1205.2662, 2012
6962012
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
6932007
Group equivariant convolutional networks
T Cohen, M Welling
International conference on machine learning, 2990-2999, 2016
6542016
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 Knowledgeá…, 2008
6542008
Exponential Family Harmoniums with an Application to Information Retrieval.
M Welling, M Rosen-Zvi, GE Hinton
Nips 4, 1481-1488, 2004
5542004
Distributed algorithms for topic models.
D Newman, A Asuncion, P Smyth, M Welling
Journal of Machine Learning Research 10 (8), 2009
4572009
Markov chain monte carlo and variational inference: Bridging the gap
T Salimans, D Kingma, M Welling
International Conference on Machine Learning, 1218-1226, 2015
4012015
Learning Sparse Neural Networks through Regularization
C Louizos, M Welling, DP Kingma
arXiv preprint arXiv:1712.01312, 2017
3662017
Visualizing deep neural network decisions: Prediction difference analysis
LM Zintgraf, TS Cohen, T Adel, M Welling
arXiv preprint arXiv:1702.04595, 2017
3652017
Spherical cnns
TS Cohen, M Geiger, J K÷hler, M Welling
arXiv preprint arXiv:1801.10130, 2018
3642018
Towards automatic discovery of object categories
M Weber, M Welling, P Perona
Proceedings IEEE Conference on Computer Vision and Pattern Recognition. CVPRá…, 2000
3292000
The system can't perform the operation now. Try again later.
Articles 1–20