Antonio G. Marques
5 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Keyword Pioneer
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Conference Polyglot
(4)
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Cross-Pollinator
(7)
๐บ๏ธ
Taxonomy Completionist
(18)
Conferences
NIPS (2)
AAAI (1)
AISTATS (1)
JMLR (1)
Top co-authors
Keywords
gaussian graphical model
(2)
convex optimization
(1)
policy gradient
(1)
structure learning
(1)
function approximation
(1)
primal-dual optimization
(1)
posterior distribution
(1)
optimal control
(1)
continuous control
(1)
graph inference
(1)
precision matrix
(1)
primal-dual algorithm
(1)
graphical lasso
(1)
constrained markov decision process
(1)
proximal gradient
(1)
bilevel optimization
(1)
support vector machine
(1)
markov random field
(1)
primal-dual method
(1)
gradient-based algorithm
(1)
Papers
Deterministic Policy Gradient Primal-Dual Methods for Continuous-Space Constrained MDPs
AAAI 2025
A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints
NIPS 2024
Fair GLASSO: Estimating Fair Graphical Models with Unbiased Statistical Behavior
NIPS 2024
Estimation of partially known Gaussian graphical models with score-based structural priors
AISTATS 2024
Joint Inference of Multiple Graphs from Matrix Polynomials
JMLR 2022