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Career

· Postdoctoral Researcher, Simons Institute, UC Berkeley2022–

Publications (78)

Constrained Reinforcement Learning Has Zero Duality Gap
Neural Information Processing Systems · 2019
223
cited
Learning Optimal Resource Allocations in Wireless Systems
IEEE Transactions on Signal Processing · 2018
223
cited
Graphon Neural Networks and the Transferability of Graph Neural Networks
Neural Information Processing Systems · 2020
162
cited
Greedy Sampling of Graph Signals
IEEE Transactions on Signal Processing · 2017
132
cited
Safe Policies for Reinforcement Learning via Primal-Dual Methods
IEEE Transactions on Automatic Control · 2019
124
cited
007: Democratically Finding The Cause of Packet Drops
Symposium on Networked Systems Design and Implementation · 2018
110
cited
Graphon Signal Processing
IEEE Transactions on Signal Processing · 2020
71
cited
Constrained Learning With Non-Convex Losses
IEEE Transactions on Information Theory · 2021
57
cited
Transferability Properties of Graph Neural Networks
IEEE Transactions on Signal Processing · 2021
53
cited
Probably Approximately Correct Constrained Learning
Neural Information Processing Systems · 2020
52
cited
Adversarial Robustness with Semi-Infinite Constrained Learning
Neural Information Processing Systems · 2021
49
cited
Probabilistically Robust Learning: Balancing Average- and Worst-case Performance
International Conference on Machine Learning · 2022
49
cited
State Augmented Constrained Reinforcement Learning: Overcoming the Limitations of Learning With Rewards
IEEE Transactions on Automatic Control · 2021
48
cited
Risk-Constrained Linear-Quadratic Regulators
IEEE Conference on Decision and Control · 2020
44
cited
Approximate Supermodularity Bounds for Experimental Design
Neural Information Processing Systems · 2017
37
cited
Combination of adaptive filters with coefficients feedback
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2012
30
cited
The Graphon Fourier Transform
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2019
30
cited
The mean square error in Kalman filtering sensor selection is approximately supermodular
IEEE Conference on Decision and Control · 2017
28
cited
Learning Safe Policies via Primal-Dual Methods
IEEE Conference on Decision and Control · 2019
24
cited
Near-optimality of greedy set selection in the sampling of graph signals
IEEE Global Conference on Signal and Information Processing · 2016
23
cited
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Luiz Chamon | Researcher Profile | Sotabase | Sotabase