Antoine Dedieu
12 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (6) π Cross-Pollinator (13)
π
Interdisciplinary Bridge
π
Conference Polyglot
(5)
π
Academic Marathon
(6)
π
Keyword Champion
(2)
π
Century Club
(12)
ποΈ
Keyword Collector
(64)
π₯
Unstoppable
(5)
Conferences
ICML (3)
JMLR (3)
NIPS (3)
AAAI (2)
AISTATS (1)
Top co-authors
Keywords
sparse classifier
(2)
l0 regularization
(2)
probabilistic graphical model
(2)
l1 regularization
(2)
approximate inference
(2)
sparse optimization
(2)
markov random field
(2)
bayesian inference
(1)
variational inference
(1)
variable selection
(1)
sample complexity
(1)
ising model
(1)
in-context learning
(1)
feature selection
(1)
probabilistic modeling
(1)
continuous control
(1)
column generation
(1)
belief propagation
(1)
maximum a posteriori
(1)
loopy belief propagation
(1)
Papers
Improving Transformer World Models for Data-Efficient RL
ICML 2025
Learning Cognitive Maps from Transformer Representations for Efficient Planning in Partially Observed Environments
ICML 2024
DMC-VB: A Benchmark for Representation Learning for Control with Visual Distractors
NIPS 2024
PGMax: Factor Graphs for Discrete Probabilistic Graphical Models and Loopy Belief Propagation in JAX
JMLR 2024
Learning Noisy OR Bayesian Networks with Max-Product Belief Propagation
ICML 2023
Schema-learning and rebinding as mechanisms of in-context learning and emergence
NIPS 2023
Solving L1-regularized SVMs and Related Linear Programs: Revisiting the Effectiveness of Column and Constraint Generation
JMLR 2022
Perturb-and-max-product: Sampling and learning in discrete energy-based models
NIPS 2021
Query Training: Learning a Worse Model to Infer Better Marginals in Undirected Graphical Models with Hidden Variables
AAAI 2021
Learning Sparse Classifiers: Continuous and Mixed Integer Optimization Perspectives
JMLR 2021
Sample-Efficient L0-L2 Constrained Structure Learning of Sparse Ising Models
AAAI 2021
Error bounds for sparse classifiers in high-dimensions
AISTATS 2019