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Alejandro Ribeiro

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 1:13 AM AMS

17

papers

434

total citations

papers (17)

Graphon Neural Networks and the Transferability of Graph Neural Networks

NEURIPS 2020arXiv

Probably Approximately Correct Constrained Learning

NEURIPS 2020arXiv

Adversarial Robustness with Semi-Infinite Constrained Learning

NEURIPS 2021arXiv

Last-Iterate Convergent Policy Gradient Primal-Dual Methods for Constrained MDPs

NEURIPS 2023arXiv

A Lagrangian Duality Approach to Active Learning

NEURIPS 2022arXiv

Explainable Brain Age Prediction using coVariance Neural Networks

NEURIPS 2023arXiv

Learning Efficient Positional Encodings with Graph Neural Networks

coVariance Neural Networks

NEURIPS 2022arXiv

Resilient Constrained Learning

NEURIPS 2023arXiv

Sinkhorn Natural Gradient for Generative Models

NEURIPS 2020arXiv

Sinkhorn Barycenter via Functional Gradient Descent

NEURIPS 2020arXiv

Generalization of Graph Neural Networks Is Robust to Model Mismatch

Loss Shaping Constraints for Long-Term Time Series Forecasting

Composition and Alignment of Diffusion Models using Constrained Learning

NEURIPS 2025arXiv

Alignment of Large Language Models with Constrained Learning

NEURIPS 2025arXiv

Deterministic Policy Gradient Primal-Dual Methods for Continuous-Space Constrained MDPs

Neural Tangent Kernels Motivate Cross-Covariance Graphs in Neural Networks