Search Results for author: Amir Rezaei Balef

Found 3 papers, 2 papers with code

Piecewise-Stationary Combinatorial Semi-Bandit with Causally Related Rewards

no code implementations26 Jul 2023 Behzad Nourani-Koliji, Steven Bilaj, Amir Rezaei Balef, Setareh Maghsudi

In our nonstationary environment, variations in the base arms' distributions, causal relationships between rewards, or both, change the reward generation process.

Decision Making

DONE: Distributed Approximate Newton-type Method for Federated Edge Learning

2 code implementations10 Dec 2020 Canh T. Dinh, Nguyen H. Tran, Tuan Dung Nguyen, Wei Bao, Amir Rezaei Balef, Bing B. Zhou, Albert Y. Zomaya

In this work, we propose DONE, a distributed approximate Newton-type algorithm with fast convergence rate for communication-efficient federated edge learning.

Edge-computing Vocal Bursts Type Prediction

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