Concepedia

Luiz F. O. Chamon

LF

18

Publications

781

Citations

13

H-Index

2012

Active since

Affiliations

University of Pennsylvania(Current)

Universidade de São Paulo

Rensselaer Polytechnic Institute

University of California, Berkeley

Simons Foundation

Luiz F. O. Chamon is an author at University of Pennsylvania specializing in engineering, computer science, and signal processing.

Top concepts

EngineeringComputer ScienceSignal ProcessingMachine LearningGraph TheoryApproximation TheoryStochastic OptimizationMathematical ProgrammingData ScienceRobot Learning

Publications per year

2012–2023

18

Publications

18

Learning Optimal Resource Allocations in Wireless Systems

Mark Eisen, Clark Zhang, Luiz F. O. Chamon et al. · IEEE Transactions on Signal Processing · 2019 · 262 citations · Full text

Model Optimization, Cognitive Radio Resource Management, Dynamic Spectrum Management +14

Greedy Sampling of Graph Signals

Luiz F. O. Chamon, Alejandro Ribeiro · IEEE Transactions on Signal Processing · 2017 · 136 citations · Full text

Graph Signal Sampling, Engineering, Network Analysis +17

Safe Policies for Reinforcement Learning via Primal-Dual Methods

Santiago Paternain, Miguel Calvo-Fullana, Luiz F. O. Chamon et al. · IEEE Transactions on Automatic Control · 2022 · 79 citations

Artificial Intelligence, Mathematical Programming, Engineering +13

Graphon Neural Networks and the Transferability of Graph Neural Networks

Luana Ruiz, Luiz F. O. Chamon, Alejandro Ribeiro · arXiv (Cornell University) · 2020 · 43 citations · Full text

Convolutional Neural Network, Graph Neural Networks, Network Science +15

Approximate Supermodularity of Kalman Filter Sensor Selection

Luiz F. O. Chamon, George J. Pappas, Alejandro Ribeiro · IEEE Transactions on Automatic Control · 2020 · 31 citations · Full text

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