Vicenç Gómez
11 papers · 2007–2022 · 7 conferences · across top CS/AI conferences
Achievements
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🗺️ Taxonomy Completionist (15) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (7)
🏃
Academic Marathon
(15)
🐝
Cross-Pollinator
(14)
💎
Century Club
(11)
Conferences
JMLR (5)
AAAI (1)
AISTATS (1)
COLT (1)
EMNLP (1)
ICLR (1)
UAI (1)
Top co-authors
Keywords
markov decision process
(5)
policy iteration
(2)
belief propagation
(2)
partition function
(2)
policy optimization
(2)
natural language processing
(1)
transfer learning
(1)
online learning
(1)
function approximation
(1)
value function approximation
(1)
emotion recognition
(1)
hierarchical reinforcement learning
(1)
probabilistic inference
(1)
stochastic control
(1)
dynamic programming
(1)
value function
(1)
text classification
(1)
approximate inference
(1)
sample efficiency
(1)
reinforcement learning
(1)
Papers
Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes
AAAI 2022
Uncovering the Limits of Text-based Emotion Detection
EMNLP 2021
On the design of consequential ranking algorithms
UAI 2020
Input Complexity and Out-of-distribution Detection with Likelihood-based Generative Models
ICLR 2020
NEVAE: A Deep Generative Model for Molecular Graphs
JMLR 2020
Adaptive Smoothing for Path Integral Control
JMLR 2020
Fast rates for online learning in Linearly Solvable Markov Decision Processes
COLT 2017
Dynamic Policy Programming
JMLR 2012
Dynamic Policy Programming with Function Approximation
AISTATS 2011
Approximate Inference on Planar Graphs using Loop Calculus and Belief Propagation
JMLR 2010
Truncating the Loop Series Expansion for Belief Propagation
JMLR 2007