Satyavrat Wagle

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Distributed Learning

Schema Mappings

Reinforcement Learning

Top Venues

IEEE/ACM Trans. Netw.

Publications

Seohyun Lee, Anindya Bijoy Das, Satyavrat Wagle, Christopher G. Brinton
Smart Information Exchange for Unsupervised Federated Learning via Reinforcement Learning. CoRR (2024)
Satyavrat Wagle, Seyyedali Hosseinalipour, Naji Khosravan, Christopher G. Brinton
Unsupervised Federated Optimization at the Edge: D2D-Enabled Learning without Labels. CoRR (2024)
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)
Satyavrat Wagle, Seyyedali Hosseinalipour, Naji Khosravan, Mung Chiang, Christopher G. Brinton
Embedding Alignment for Unsupervised Federated Learning via Smart Data Exchange. CoRR (2022)
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 (2022)
Satyavrat Wagle, Seyyedali Hosseinalipour, Naji Khosravan, Mung Chiang, Christopher G. Brinton
Embedding Alignment for Unsupervised Federated Learning via Smart Data Exchange. GLOBECOM (2022)
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) (2021)
Yuwei Tu, Yichen Ruan, Su Wang, Satyavrat Wagle, Christopher G. Brinton, Carlee Joe-Wong
Network-Aware Optimization of Distributed Learning for Fog Computing. CoRR (2020)
Yuwei Tu, Yichen Ruan, Satyavrat Wagle, Christopher G. Brinton, Carlee Joe-Wong
Network-Aware Optimization of Distributed Learning for Fog Computing. INFOCOM (2020)
Satyavrat Wagle, Aditya A. Paranjape
Use of Simulation-Aided Reinforcement Learning for Optimal Scheduling of Operations in Industrial Plants. WSC (2020)