Antonio G. Marques
5 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
Venues
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Research topics
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
NeurIPS 2024
Estimation of partially known Gaussian graphical models with score-based structural priors
AISTATS 2024
Fair GLASSO: Estimating Fair Graphical Models with Unbiased Statistical Behavior
NeurIPS 2024
Joint Inference of Multiple Graphs from Matrix Polynomials
JMLR 2022