Max Welling
Max Welling
Professor Machine Learning, University of Amsterdam
Bestätigte E-Mail-Adresse bei uva.nl
Titel
Zitiert von
Zitiert von
Jahr
Auto-encoding variational bayes
DP Kingma, M Welling
arXiv preprint arXiv:1312.6114, 2013
117512013
Semi-supervised classification with graph convolutional networks
TN Kipf, M Welling
arXiv preprint arXiv:1609.02907, 2016
58632016
Semi-supervised learning with deep generative models
DP Kingma, S Mohamed, D Jimenez Rezende, M Welling
Advances in neural information processing systems 27, 3581-3589, 2014
17742014
Bayesian learning via stochastic gradient Langevin dynamics
M Welling, YW Teh
Proceedings of the 28th international conference on machine learning (ICML …, 2011
11372011
Unsupervised learning of models for recognition
M Weber, M Welling, P Perona
European conference on computer vision, 18-32, 2000
8992000
Improved variational inference with inverse autoregressive flow
DP Kingma, T Salimans, R Jozefowicz, X Chen, I Sutskever, M Welling
Advances in neural information processing systems, 4743-4751, 2016
8922016
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
8602018
Variational graph auto-encoders
TN Kipf, M Welling
arXiv preprint arXiv:1611.07308, 2016
6872016
On smoothing and inference for topic models
A Asuncion, M Welling, P Smyth, YW Teh
arXiv preprint arXiv:1205.2662, 2012
6842012
A collapsed variational Bayesian inference algorithm for latent Dirichlet allocation
YW Teh, D Newman, M Welling
Advances in neural information processing systems, 1353-1360, 2007
6732007
Variational dropout and the local reparameterization trick
DP Kingma, T Salimans, M Welling
Advances in neural information processing systems, 2575-2583, 2015
6462015
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
6332008
Group equivariant convolutional networks
T Cohen, M Welling
International conference on machine learning, 2990-2999, 2016
5642016
Exponential family harmoniums with an application to information retrieval
M Welling, M Rosen-Zvi, GE Hinton
Advances in neural information processing systems 17, 1481-1488, 2004
5372004
Distributed algorithms for topic models.
D Newman, A Asuncion, P Smyth, M Welling
Journal of Machine Learning Research 10 (8), 2009
4462009
Markov chain monte carlo and variational inference: Bridging the gap
T Salimans, D Kingma, M Welling
International Conference on Machine Learning, 1218-1226, 2015
3852015
Visualizing deep neural network decisions: Prediction difference analysis
LM Zintgraf, TS Cohen, T Adel, M Welling
arXiv preprint arXiv:1702.04595, 2017
3242017
Towards automatic discovery of object categories
M Weber, M Welling, P Perona
Proceedings IEEE Conference on Computer Vision and Pattern Recognition. CVPR …, 2000
3222000
Spherical cnns
TS Cohen, M Geiger, J Köhler, M Welling
arXiv preprint arXiv:1801.10130, 2018
3182018
Learning Sparse Neural Networks through Regularization
C Louizos, M Welling, DP Kingma
arXiv preprint arXiv:1712.01312, 2017
3152017
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