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Journal Articles
- 2022
[j2]Aditya A. Paranjape
, Mayank Baranwal, Satyavrat Wagle, Rushi Lotti, Sushanta Majumder, Anne-Laure Bullière:
Optimal schedule generation for single-channel crude transfer using a multi-model approach. Comput. Chem. Eng. 160: 107732 (2022)- 2021
- [j1]Su Wang, Yichen Ruan, Yuwei Tu, Satyavrat Wagle, Christopher G. Brinton, Carlee Joe-Wong:
Network-Aware Optimization of Distributed Learning for Fog Computing. IEEE/ACM Trans. Netw. 29(5): 2019-2032 (2021)
Conference and Workshop Papers
- 2024
- [c5]Seohyun Lee, Anindya Bijoy Das, Satyavrat Wagle, Christopher G. Brinton:
Smart Information Exchange for Unsupervised Federated Learning via Reinforcement Learning. ICC 2024: 3494-3499 - 2023
- [c4]Satyavrat Wagle, Anindya Bijoy Das, David J. Love, Christopher G. Brinton:
A Reinforcement Learning-Based Approach to Graph Discovery in D2D-Enabled Federated Learning. GLOBECOM 2023: 225-230 - 2022
- [c3]Satyavrat Wagle, Seyyedali Hosseinalipour, Naji Khosravan, Mung Chiang, Christopher G. Brinton:
Embedding Alignment for Unsupervised Federated Learning via Smart Data Exchange. GLOBECOM 2022: 492-497 - 2020
- [c2]Yuwei Tu, Yichen Ruan, Satyavrat Wagle, Christopher G. Brinton, Carlee Joe-Wong:
Network-Aware Optimization of Distributed Learning for Fog Computing. INFOCOM 2020: 2509-2518 - [c1]Satyavrat Wagle, Aditya A. Paranjape:
Use of Simulation-Aided Reinforcement Learning for Optimal Scheduling of Operations in Industrial Plants. WSC 2020: 572-583
Informal and Other Publications
- 2024
- [i4]Seohyun Lee, Anindya Bijoy Das, Satyavrat Wagle, Christopher G. Brinton:
Smart Information Exchange for Unsupervised Federated Learning via Reinforcement Learning. CoRR abs/2402.09629 (2024) - [i3]Satyavrat Wagle, Seyyedali Hosseinalipour, Naji Khosravan, Christopher G. Brinton:
Unsupervised Federated Optimization at the Edge: D2D-Enabled Learning without Labels. CoRR abs/2404.09861 (2024) - 2022
- [i2]Satyavrat Wagle, Seyyedali Hosseinalipour, Naji Khosravan, Mung Chiang, Christopher G. Brinton:
Embedding Alignment for Unsupervised Federated Learning via Smart Data Exchange. CoRR abs/2208.02856 (2022) - 2020
- [i1]Yuwei Tu, Yichen Ruan, Su Wang, Satyavrat Wagle, Christopher G. Brinton, Carlee Joe-Wong:
Network-Aware Optimization of Distributed Learning for Fog Computing. CoRR abs/2004.08488 (2020)
Coauthor Index
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