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Calvin Hawkins
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Differential privacy on the unit simplex via the dirichlet mechanism
P Gohari, B Wu, C Hawkins, M Hale, U Topcu
IEEE Transactions on Information Forensics and Security 16, 2326-2340, 2021
202021
Differentially private formation control
C Hawkins, M Hale
2020 59th IEEE Conference on Decision and Control (CDC), 6260-6265, 2020
122020
Node and edge differential privacy for graph laplacian spectra: Mechanisms and scaling laws
C Hawkins, B Chen, K Yazdani, M Hale
IEEE Transactions on Network Science and Engineering, 2023
52023
Edge differential privacy for algebraic connectivity of graphs
B Chen, C Hawkins, K Yazdani, M Hale
2021 60th IEEE Conference on Decision and Control (CDC), 2764-2769, 2021
42021
Differential Privacy in Cooperative Multiagent Planning
B Chen, C Hawkins, MO Karabag, C Neary, M Hale, U Topcu
Proceedings of the Thirty-Ninth Conference on Uncertainty in Artificial …, 2023
32023
Differentially Private Formation Control: Privacy and Network Co-Design
C Hawkins, M Hale
arXiv preprint arXiv:2205.13406, 2022
32022
Technical Report: Differential Privacy for Stochastic Matrices Using the Matrix Dirichlet Mechanism
B Fallin, C Hawkins, B Chen, P Gohari, A Benvenuti, U Topcu, M Hale
12022
Differential Privacy for Stochastic Matrices Using the Matrix Dirichlet Mechanism
B Fallin, C Hawkins, B Chen, P Gohari, A Benvenuti, U Topcu, M Hale
2023 62nd IEEE Conference on Decision and Control (CDC), 5067-5072, 2023
2023
Differentially Private Computation of Basic Reproduction Numbers in Networked Epidemic Models
B Chen, B She, C Hawkins, A Benvenuti, B Fallin, PE Paré, M Hale
arXiv preprint arXiv:2309.17284, 2023
2023
Differentially Private Reward Functions for Multi-Agent Markov Decision Processes
A Benvenuti, C Hawkins, B Fallin, B Chen, B Bialy, M Dennis, M Hale
arXiv preprint arXiv:2309.12476, 2023
2023
Differentially Private Computation of Basic Reproduction Numbers in Networked Epidemic Models (preprint)
B Chen, B She, C Hawkins, A Benvenuti, B Fallin, PE Paré, M Hale
2023
Differential Privacy in Cooperative Multiagent Planning (Supplementary Material)
B Chen, C Hawkins, MO Karabag, C Neary, M Hale, U Topcu
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