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Dive into the research topics where Brian Swenson is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Distributed Gradient Flow: Nonsmoothness, Nonconvexity, and Saddle Point Evasion
Swenson, B., Murray, R., Poor, H. V. & Kar, S., Aug 1 2022, In: IEEE Transactions on Automatic Control. 67, 8, p. 3949-3964 16 p.Research output: Contribution to journal › Article › peer-review
Open Access7 Link opens in a new tab Scopus citations -
Distributed Stochastic Gradient Descent: Nonconvexity, Nonsmoothness, and Convergence to Local Minima
Swenson, B., Murray, R., Poor, H. V. & Kar, S., Oct 1 2022, In: Journal of Machine Learning Research. 23, 328.Research output: Contribution to journal › Article › peer-review
21 Link opens in a new tab Scopus citations -
On Distributed Stochastic Gradient Algorithms for Global Optimization
Swenson, B., Sridhar, A. & Poor, H. V., May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 8594-8598 5 p. 9054279. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access8 Link opens in a new tab Scopus citations -
Regular potential games
Swenson, B., Murray, R. & Kar, S., Nov 2020, In: Games and Economic Behavior. 124, p. 432-453 22 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Link opens in a new tab Scopus citations -
Truthful mobile crowd sensing with interdependent valuations
Zhang, M., Swenson, B., Huang, J. & Vincent Poor, H., Oct 11 2020, MobiHoc 2020 - Proceedings of the 2020 International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing. Association for Computing Machinery, p. 91-100 10 p. (Proceedings of the International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Link opens in a new tab Scopus citations