Max Welling
Max Welling
Professor Machine Learning, University of Amsterdam
Dirección de correo verificada de uva.nl
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Auto-encoding variational bayes
DP Kingma, M Welling
arXiv preprint arXiv:1312.6114, 2013
168882013
Semi-supervised classification with graph convolutional networks
TN Kipf, M Welling
arXiv preprint arXiv:1609.02907, 2016
107132016
Semi-supervised learning with deep generative models
DP Kingma, S Mohamed, DJ Rezende, M Welling
Advances in neural information processing systems, 3581-3589, 2014
22672014
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
15982018
Bayesian learning via stochastic gradient Langevin dynamics
M Welling, YW Teh
Proceedings of the 28th international conference on machine learning (ICML …, 2011
15142011
Variational graph auto-encoders
TN Kipf, M Welling
arXiv preprint arXiv:1611.07308, 2016
12352016
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 29, 4743-4751, 2016
12022016
Unsupervised learning of models for recognition
M Weber, M Welling, P Perona
European conference on computer vision, 18-32, 2000
9442000
Variational dropout and the local reparameterization trick
DP Kingma, T Salimans, M Welling
Advances in neural information processing systems 28, 2575-2583, 2015
9042015
Group equivariant convolutional networks
T Cohen, M Welling
International conference on machine learning, 2990-2999, 2016
8712016
On smoothing and inference for topic models
A Asuncion, M Welling, P Smyth, YW Teh
arXiv preprint arXiv:1205.2662, 2012
7332012
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
7332007
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
6872008
Exponential Family Harmoniums with an Application to Information Retrieval.
M Welling, M Rosen-Zvi, GE Hinton
Nips 4, 1481-1488, 2004
5662004
Learning Sparse Neural Networks through Regularization
C Louizos, M Welling, DP Kingma
arXiv preprint arXiv:1712.01312, 2017
5362017
An introduction to variational autoencoders
DP Kingma, M Welling
arXiv preprint arXiv:1906.02691, 2019
5152019
Graph convolutional matrix completion
R Berg, TN Kipf, M Welling
arXiv preprint arXiv:1706.02263, 2017
5032017
Distributed algorithms for topic models.
D Newman, A Asuncion, P Smyth, M Welling
Journal of Machine Learning Research 10 (8), 2009
4852009
Spherical cnns
TS Cohen, M Geiger, J Köhler, M Welling
arXiv preprint arXiv:1801.10130, 2018
4792018
Visualizing deep neural network decisions: Prediction difference analysis
LM Zintgraf, TS Cohen, T Adel, M Welling
arXiv preprint arXiv:1702.04595, 2017
4732017
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Artículos 1–20