Alejandro Ribeiro

Alejandro Ribeiro

University of Pennsylvania

H-index: 71

North America-United States

About Alejandro Ribeiro

Alejandro Ribeiro, With an exceptional h-index of 71 and a recent h-index of 60 (since 2020), a distinguished researcher at University of Pennsylvania, specializes in the field of Signal processing, Network Theory, Optimization.

His recent articles reflect a diverse array of research interests and contributions to the field:

Sampling and Uniqueness Sets in Graphon Signal Processing

Lie group algebra convolutional filters

Transferability of Covariance Neural Networks

State-Augmented Information Routing In Communication Systems With Graph Neural Networks

A reply to Pervez Rizvi’s letter

Last-iterate convergent policy gradient primal-dual methods for constrained mdps

Tangent bundle convolutional learning: from manifolds to cellular sheaves and back

Non Commutative Convolutional Signal Models in Neural Networks: Stability to Small Deformations

Alejandro Ribeiro Information

University

Position

___

Citations(all)

18928

Citations(since 2020)

11461

Cited By

11977

hIndex(all)

71

hIndex(since 2020)

60

i10Index(all)

272

i10Index(since 2020)

204

Email

University Profile Page

University of Pennsylvania

Google Scholar

View Google Scholar Profile

Alejandro Ribeiro Skills & Research Interests

Signal processing

Network Theory

Optimization

Top articles of Alejandro Ribeiro

Title

Journal

Author(s)

Publication Date

Sampling and Uniqueness Sets in Graphon Signal Processing

arXiv preprint arXiv:2401.06279

Alejandro Parada-Mayorga

Alejandro Ribeiro

2024/1/11

Lie group algebra convolutional filters

IEEE Transactions on Signal Processing

Harshat Kumar

Alejandro Parada-Mayorga

Alejandro Ribeiro

2024/2/14

Transferability of Covariance Neural Networks

IEEE Journal of Selected Topics in Signal Processing

Saurabh Sihag

Gonzalo Mateos

Corey McMillan

Alejandro Ribeiro

2024/3/28

State-Augmented Information Routing In Communication Systems With Graph Neural Networks

Sourajit Das

Navid NaderiAlizadeh

Alejandro Ribeiro

2024/4/14

A reply to Pervez Rizvi’s letter

Digital Scholarship in the Humanities

Gabriel Egan

Mark Eisen

Alejandro Ribeiro

Santiago Segarra

2024/1/10

Last-iterate convergent policy gradient primal-dual methods for constrained mdps

Advances in Neural Information Processing Systems

Dongsheng Ding

Chen-Yu Wei

Kaiqing Zhang

Alejandro Ribeiro

2023/12

Tangent bundle convolutional learning: from manifolds to cellular sheaves and back

IEEE Transactions on Signal Processing

Claudio Battiloro

Zhiyang Wang

Hans Riess

Paolo Di Lorenzo

Alejandro Ribeiro

2024/3/20

Non Commutative Convolutional Signal Models in Neural Networks: Stability to Small Deformations

Alejandro Parada-Mayorga

Landon Butler

Alejandro Ribeiro

2024/4/14

LPAC: Learnable Perception-Action-Communication Loops with Applications to Coverage Control

arXiv preprint arXiv:2401.04855

Saurav Agarwal

Ramya Muthukrishnan

Walker Gosrich

Alejandro Ribeiro

Vijay Kumar

2024/1/10

Resilient constrained learning

Advances in Neural Information Processing Systems

Ignacio Hounie

Alejandro Ribeiro

Luiz FO Chamon

2024/2/13

Stability to deformations of manifold filters and manifold neural networks

IEEE Transactions on Signal Processing

Zhiyang Wang

Luana Ruiz

Alejandro Ribeiro

2024/3/19

Unsupervised optimal power flow using graph neural networks

Damian Owerko

Fernando Gama

Alejandro Ribeiro

2024/4/14

Geometric Graph Filters and Neural Networks: Limit Properties and Discriminability Trade-offs

IEEE Transactions on Signal Processing

Zhiyang Wang

Luana Ruiz

Alejandro Ribeiro

2024/4/25

Reply to'Comments on Graphon Signal Processing'[arXiv: 2310.14683]

arXiv preprint arXiv:2401.05326

Luana Ruiz

Luiz FO Chamon

Alejandro Ribeiro

2024/1/5

Explainable brain age prediction using covariance neural networks

Advances in Neural Information Processing Systems

Saurabh Sihag

Gonzalo Mateos

Corey McMillan

Alejandro Ribeiro

2024/2/13

Near-optimal solutions of constrained learning problems

arXiv preprint arXiv:2403.11844

Juan Elenter

Luiz FO Chamon

Alejandro Ribeiro

2024/3/18

Graph neural networks are more powerful than we think

Charilaos I Kanatsoulis

Alejandro Ribeiro

2024/4/14

Resilient Constrained Reinforcement Learning

Dongsheng Ding

Zhengyan Huan

Alejandro Ribeiro

2024/4/18

Towards a Foundation Model for Brain Age Prediction using coVariance Neural Networks

arXiv preprint arXiv:2402.07684

Saurabh Sihag

Gonzalo Mateos

Alejandro Ribeiro

2024/2/12

Loss Shaping Constraints for Long-Term Time Series Forecasting

arXiv preprint arXiv:2402.09373

Ignacio Hounie

Javier Porras-Valenzuela

Alejandro Ribeiro

2024/2/14

See List of Professors in Alejandro Ribeiro University(University of Pennsylvania)

Co-Authors

H-index: 160
Georgios  B. Giannakis

Georgios B. Giannakis

University of Minnesota-Twin Cities

H-index: 130
Vijay Kumar

Vijay Kumar

University of Pennsylvania

H-index: 105
George J. Pappas

George J. Pappas

University of Pennsylvania

H-index: 71
Geert Leus

Geert Leus

Technische Universiteit Delft

H-index: 71
Ali Jadbabaie

Ali Jadbabaie

Massachusetts Institute of Technology

H-index: 35
Qing Ling

Qing Ling

Sun Yat-Sen University

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