Amir Rezaei Balef

According to our database, Amir Rezaei Balef authored at least 10 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Towards Understanding Layer Contributions in Tabular In-Context Learning Models.

Amir Rezaei Balef, Mykhailo Koshil, Katharina Eggensperger

CoRR, November, 2025

Put CASH on Bandits: A Max K-Armed Problem for Automated Machine Learning.

Amir Rezaei Balef, Claire Vernade, Katharina Eggensperger

CoRR, May, 2025

In-Context Decision Making for Optimizing Complex AutoML Pipelines.

Amir Rezaei Balef, Katharina Eggensperger

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

2024

AMLTK: A Modular AutoML Toolkit in Python.

Edward Bergman, Matthias Feurer, Aron Bahram, Amir Rezaei Balef, Lennart Purucker, Sarah Segel, Marius Lindauer, Frank Hutter, Katharina Eggensperger

J. Open Source Softw., 2024

2023

Piecewise-Stationary Multi-Objective Multi-Armed Bandit With Application to Joint Communications and Sensing.

Amir Rezaei Balef, Setareh Maghsudi

IEEE Wirel. Commun. Lett., May, 2023

Piecewise-Stationary Combinatorial Semi-Bandit with Causally Related Rewards.

Behzad Nourani-Koliji, Steven Bilaj, Amir Rezaei Balef, Setareh Maghsudi

CoRR, 2023

Piecewise-Stationary Combinatorial Semi-Bandit with Causally Related Rewards.

Steven Bilaj, Amir Rezaei Balef, Setareh Maghsudi

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

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

Canh T. Dinh, Nguyen Hoang Tran, Tuan Dung Nguyen, Wei Bao, Amir Rezaei Balef, Bing Bing Zhou, Albert Y. Zomaya

IEEE Trans. Parallel Distributed Syst., 2022

2021

Accelerating Federated Edge Learning.

Tuan Dung Nguyen, Amir Rezaei Balef, Canh T. Dinh, Nguyen Hoang Tran, Duy T. Ngo, Tuan Anh Le, Phuong Luu Vo

IEEE Commun. Lett., 2021

2020

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

Canh T. Dinh, Nguyen Hoang Tran, Tuan Dung Nguyen, Wei Bao, Amir Rezaei Balef

CoRR, 2020