Luiz F. O. Chamon
7 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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๐ฃ Hot Topic Early Bird ๐ Interdisciplinary Bridge ๐บ๏ธ Taxonomy Completionist (10) ๐งญ Keyword Pioneer ๐ Conference Polyglot (4)
๐
Academic Marathon
(5)
๐
Cross-Pollinator
(15)
๐
Conference Pioneer
Conferences
ICLR (2)
ICML (2)
NIPS (2)
L4DC (1)
Top co-authors
Keywords
constrained optimization
(2)
markov chain monte carlo
(2)
probabilistic modeling
(1)
bayesian inference
(1)
manifold regularization
(1)
data augmentation
(1)
primal-dual optimization
(1)
composite optimization
(1)
optimal control
(1)
duality theory
(1)
primal-dual algorithm
(1)
lipschitz continuity
(1)
constrained sampling
(1)
dynamical system
(1)
wasserstein space
(1)
autonomous agent
(1)
symmetry learning
(1)
langevin monte carlo
(1)
autonomous system
(1)
counterfactual optimization
(1)
Papers
Solving Differential Equations with Constrained Learning
ICLR 2025
Constrained Sampling with Primal-Dual Langevin Monte Carlo
NIPS 2024
Near-Optimal Solutions of Constrained Learning Problems
ICLR 2024
Resilient Constrained Learning
NIPS 2023
Learning Globally Smooth Functions on Manifolds
ICML 2023
Automatic Data Augmentation via Invariance-Constrained Learning
ICML 2023
Counterfactual Programming for Optimal Control
L4DC 2020