Romuald Elie
9 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (25) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (6) π Academic Marathon (5)
π
Cross-Pollinator
(13)
π
Renaissance Researcher
(6)
π
Grand Slam
Conferences
AAAI (3)
ICLR (2)
ICML (1)
IJCAI (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
mean field game
(5)
fictitious play
(5)
nash equilibrium
(3)
reinforcement learning
(3)
deep reinforcement learning
(2)
model-free learning
(2)
neural network
(2)
multi-agent system
(2)
multi-class classification
(1)
online mirror descent
(1)
continuous time
(1)
generative model
(1)
normalizing flow
(1)
wasserstein metric
(1)
learning dynamics
(1)
stochastic differential equation
(1)
generative adversarial network
(1)
sensitive attribute
(1)
euler discretization
(1)
demographic parity
(1)
Papers
Diversity-Rewarded CFG Distillation
ICLR 2025
Fairness guarantees in multi-class classification with demographic parity
JMLR 2024
Generative Adversarial Equilibrium Solvers
ICLR 2024
Generalization in Mean Field Games by Learning Master Policies
AAAI 2022
Scalable Deep Reinforcement Learning Algorithms for Mean Field Games
ICML 2022
Conditional Loss and Deep Euler Scheme for Time Series Generation
AAAI 2022
Mean Field Games Flock! The Reinforcement Learning Way
IJCAI 2021
Fictitious Play for Mean Field Games: Continuous Time Analysis and Applications
NIPS 2020
On the Convergence of Model Free Learning in Mean Field Games
AAAI 2020