Vicenç Gómez
Vicenç Gómez
Artificial Intelligence and Machine Learning research group, Universitat Pompeu Fabra
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Statistical analysis of the social network and discussion threads in slashdot
V Gómez, A Kaltenbrunner, V López
Proceedings of the 17th international conference on World Wide Web, 645-654, 2008
Optimal control as a graphical model inference problem
HJ Kappen, V Gómez, M Opper
Machine learning 87 (2), 159-182, 2012
A unified view of entropy-regularized Markov decision processes
G Neu, A Jonsson, V Gómez
Deep Reinforcement Learning Symposium, NIPS 2017, 2017
Description and prediction of Slashdot activity
A Kaltenbrunner, V Gomez, V Lopez
Proceedings of the 2007 Latin American Web Conference (LA-WEB 2007), 57-66, 2007
Dynamic policy programming
MG Azar, V Gómez, HJ Kappen
Journal of Machine Learning Research 13 (Nov), 3207-3245, 2012
Modeling the structure and evolution of discussion cascades
V Gómez, HJ Kappen, A Kaltenbrunner
Proceedings of the 22nd ACM Conference on Hypertext and Hypermedia (HT2011 …, 2011
On the use of interaction error potentials for adaptive brain computer interfaces
A Llera, MAJ van Gerven, V Gómez, O Jensen, HJ Kappen
Neural Networks 24 (10), 1120–1127, 2011
Nevae: A deep generative model for molecular graphs
B Samanta, A De, G Jana, V Gómez, P Chattaraj, N Ganguly, ...
Journal of Machine Learning Research 21 (114), 1-33, 2020
Homogeneous temporal activity patterns in a large online communication space
A Kaltenbrunner, V Gómez, A Moghnieh, R Meza, J Blat, V López
International Journal on WWW/INTERNET 6 (1), 61-76, 2007
A likelihood-based framework for the analysis of discussion threads
V Gómez, HJ Kappen, N Litvak, A Kaltenbrunner
World Wide Web - Internet and Web Information Systems 16 (5-6), 645-675, 2012
Policy Search for Path Integral Control
V Gómez, HJ Kappen, J Peters, G Neumann
Proceedings of the European Conference on Machine Learning, ECML 2014, Nancy …, 2014
Dynamic policy programming with function approximation
MG Azar, V Gómez, HJ Kappen
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2011
Deliberative Platform Design: The case study of the online discussions in Decidim Barcelona
P Aragón, A Kaltenbrunner, A Calleja-López, A Pereira, A Monterde, ...
9th International Conference on Social Informatics (SocInfo 2017), 2017
Truncating the loop series expansion for belief propagation
V Gómez, JM Mooij, HJ Kappen
Journal of Machine Learning Research 8 (Sept), 1987-2016, 2006
Input complexity and out-of-distribution detection with likelihood-based generative models
J Serrà, D Álvarez, V Gómez, O Slizovskaia, JF Núñez, J Luque
International Conference on Learning Representations, ICLR 2020, 2019
Real-Time Stochastic Optimal Control for Multi-agent Quadrotor Systems
V Gómez, S Thijssen, HJ Kappen, S Hailes, A Symington
26th International Conference on Automated Planning and Scheduling (ICAPS), 2016
Adaptive classification on Brain Computer Interfaces using reinforcement signals
A Llera, V Gómez, HJ Kappen
Neural Computation 24 (11), 2900-2923, 2012
Adaptive Multiclass Classification for Brain Computer Interfaces
A Llera, V Gómez, HJ Kappen
Neural computation 26 (6), 1108-1127, 2013
Learning Price-Elasticity of Smart Consumers in Power Distribution Systems
V Gómez, M Chertkov, S Backhaus, HJ Kappen
Proceedings of the SmartGridComm (Invited paper in Symposium on …, 2012
Latent Kullback Leibler Control for Continuous-State Systems using Probabilistic Graphical Models
T Matsubara, V Gómez, HJ Kappen
Proceedings of the 30th Conference on Uncertainty in Artificial Intelligence …, 2014
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