Marques, Antonio G.

6 publications

NeurIPS 2025 A Few Moments Please: Scalable Graphon Learning via Moment Matching Reza Ramezanpour, Victor M. Tenorio, Antonio G. Marques, Ashutosh Sabharwal, Santiago Segarra

AAAI 2025 Deterministic Policy Gradient Primal-Dual Methods for Continuous-Space Constrained MDPs Sergio Rozada, Dongsheng Ding, Antonio G. Marques, Alejandro Ribeiro

NeurIPS 2024 A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints Liuyuan Jiang, Quan Xiao, Victor M. Tenorio, Fernando Real-Rojas, Antonio G. Marques, Tianyi Chen

AISTATS 2024 Estimation of Partially Known Gaussian Graphical Models with Score-Based Structural Priors Martín Sevilla, Antonio G. Marques, Santiago Segarra

NeurIPS 2024 Fair GLASSO: Estimating Fair Graphical Models with Unbiased Statistical Behavior Madeline Navarro, Samuel Rey, Andrei Buciulea, Antonio G. Marques, Santiago Segarra

JMLR 2022 Joint Inference of Multiple Graphs from Matrix Polynomials Madeline Navarro, Yuhao Wang, Antonio G. Marques, Caroline Uhler, Santiago Segarra