Gómez, Vicenç

17 publications

TMLR 2024 Improving Subgraph-GNNs via Edge-Level Ego-Network Encodings Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez

AAAI 2022 Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes Guillermo Infante, Anders Jonsson, Vicenç Gómez

CVPRW 2021 Expression Transfer Using Flow-Based Generative Models Andrea Valenzuela, Carlos Segura, Ferran Diego, Vicenç Gómez

JMLR 2020 Adaptive Smoothing for Path Integral Control Dominik Thalmeier, Hilbert J. Kappen, Simone Totaro, Vicenç Gómez

ICLR 2020 Input Complexity and Out-of-Distribution Detection with Likelihood-Based Generative Models Joan Serrà, David Álvarez, Vicenç Gómez, Olga Slizovskaia, José F. Núñez, Jordi Luque

JMLR 2020 NEVAE: A Deep Generative Model for Molecular Graphs Bidisha Samanta, Abir De, Gourhari Jana, Vicenç Gómez, Pratim Chattaraj, Niloy Ganguly, Manuel Gomez-Rodriguez

UAI 2020 On the Design of Consequential Ranking Algorithms Behzad Tabibian, Vicenç Gómez, Abir De, Bernhard Schölkopf, Manuel Gomez Rodriguez

COLT 2017 Fast Rates for Online Learning in Linearly Solvable Markov Decision Processes Gergely Neu, Vicenç Gómez

UAI 2014 Latent Kullback Leibler Control for Continuous-State Systems Using Probabilistic Graphical Models Takamitsu Matsubara, Vicenç Gómez, Hilbert J. Kappen

ECML-PKDD 2014 Policy Search for Path Integral Control Vicenç Gómez, Hilbert J. Kappen, Jan Peters, Gerhard Neumann

MLJ 2014 The Variational Garrote Hilbert J. Kappen, Vicenç Gómez

JMLR 2012 Dynamic Policy Programming Mohammad Gheshlaghi Azar, Vicenç Gómez, Hilbert J. Kappen

MLJ 2012 Optimal Control as a Graphical Model Inference Problem Hilbert J. Kappen, Vicenç Gómez, Manfred Opper

AISTATS 2011 Dynamic Policy Programming with Function Approximation Mohammad Gheshlaghi Azar, Vicenç Gómez, Bert Kappen

JMLR 2010 Approximate Inference on Planar Graphs Using Loop Calculus and Belief Propagation Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov

UAI 2009 Approximate Inference on Planar Graphs Using Loop Calculus and Belief Propagation Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov

JMLR 2007 Truncating the Loop Series Expansion for Belief Propagation Vicenç Gómez, Joris M. Mooij, Hilbert J. Kappen