Communication-efficient distributed cooperative learning with compressed beliefs MT Toghani, CA Uribe IEEE Transactions on Control of Network Systems 9 (3), 1215-1226, 2022 | 14 | 2022 |
MP-Boost: Minipatch Boosting via Adaptive Feature and Observation Sampling MT Toghani, GI Allen 2021 IEEE International Conference on Big Data and Smart Computing (BigComp …, 2021 | 9 | 2021 |
Scalable average consensus with compressed communications MT Toghani, CA Uribe 2022 American Control Conference (ACC), 3412-3417, 2022 | 6 | 2022 |
PersA-FL: Personalized Asynchronous Federated Learning MT Toghani, S Lee, CA Uribe arXiv preprint arXiv:2210.01176, 2022 | 2 | 2022 |
Unbounded Gradients in Federated Learning with Buffered Asynchronous Aggregation MT Toghani, CA Uribe 2022 58th Annual Allerton Conference on Communication, Control, and …, 2022 | 2 | 2022 |
Pars-push: Personalized, asynchronous and robust decentralized optimization MT Toghani, S Lee, CA Uribe IEEE Control Systems Letters 7, 361-366, 2022 | 2 | 2022 |
Local Stochastic Factored Gradient Descent for Distributed Quantum State Tomography JL Kim, MT Toghani, CA Uribe, A Kyrillidis IEEE Control Systems Letters 7, 199-204, 2022 | 2 | 2022 |
Communication-efficient and fault-tolerant social learning MT Toghani, CA Uribe 2021 55th Asilomar Conference on Signals, Systems, and Computers, 1037-1042, 2021 | 2 | 2021 |
Blockmarkchain: A secure decentralized data market with a constant load on the blockchain H Ehteram, MT Toghani, MA Maddah-Ali arXiv preprint arXiv:2003.11424, 2020 | 2 | 2020 |
Adaptive Federated Learning with Auto-Tuned Clients JL Kim, MT Toghani, CA Uribe, A Kyrillidis arXiv preprint arXiv:2306.11201, 2023 | 1 | 2023 |
On arbitrary compression for decentralized consensus and stochastic optimization over directed networks MT Toghani, CA Uribe European Journal of Control 68, 100682, 2022 | 1 | 2022 |
Adaptive Federated Learning with Auto-Tuned Clients via Local Smoothness JL Kim, T Toghani, CA Uribe, A Kyrillidis Federated Learning and Analytics in Practice: Algorithms, Systems …, 2023 | | 2023 |
On First-Order Meta-Reinforcement Learning with Moreau Envelopes MT Toghani, S Perez-Salazar, CA Uribe arXiv preprint arXiv:2305.12216, 2023 | | 2023 |
Communication-Efficient Decentralized Cooperative Learning T Toghani Rice University, 2023 | | 2023 |
Momentum-inspired Low-Rank Coordinate Descent for Diagonally Constrained SDPs JL Kim, JAL Benitez, MT Toghani, C Wolfe, Z Zhang, A Kyrillidis arXiv preprint arXiv:2106.08775, 2021 | | 2021 |