Amir Rezaei Balef

12 papers A 2Journal 10
YearRankTypeTitle / Venue / Authors
2025 A conf
In-Context Decision Making for Optimizing Complex AutoML Pipelines.
ECAI
Amir Rezaei Balef, Katharina Eggensperger
2025 J jnl
In-Context Decision Making for Optimizing Complex AutoML Pipelines.
CoRR
Amir Rezaei Balef, Katharina Eggensperger
2025 J jnl
Put CASH on Bandits: A Max K-Armed Problem for Automated Machine Learning.
CoRR
Amir Rezaei Balef, Claire Vernade, Katharina Eggensperger
2025 J jnl
Towards Understanding Layer Contributions in Tabular In-Context Learning Models.
CoRR
Amir Rezaei Balef, Mykhailo Koshil, Katharina Eggensperger
2024 J jnl
AMLTK: A Modular AutoML Toolkit in Python.
J. Open Source Softw.
Edward Bergman, Matthias Feurer, Aron Bahram, Amir Rezaei Balef, Lennart Purucker, Sarah Segel, Marius Lindauer, Frank Hutter, Katharina Eggensperger
2023 A conf
Piecewise-Stationary Combinatorial Semi-Bandit with Causally Related Rewards.
ECAI
Steven Bilaj, Amir Rezaei Balef, Setareh Maghsudi
2023 J jnl
Piecewise-Stationary Combinatorial Semi-Bandit with Causally Related Rewards.
CoRR
Behzad Nourani-Koliji, Steven Bilaj, Amir Rezaei Balef, Setareh Maghsudi
2023 J jnl
Piecewise-Stationary Multi-Objective Multi-Armed Bandit With Application to Joint Communications and Sensing.
IEEE Wirel. Commun. Lett.
Amir Rezaei Balef, Setareh Maghsudi
2023 J jnl
Piecewise-Stationary Multi-Objective Multi-Armed Bandit with Application to Joint Communications and Sensing.
CoRR
Amir Rezaei Balef, Setareh Maghsudi
2022 J jnl
DONE: Distributed Approximate Newton-type Method for Federated Edge Learning.
IEEE Trans. Parallel Distributed Syst.
Canh T. Dinh, Nguyen Hoang Tran, Tuan Dung Nguyen, Wei Bao, Amir Rezaei Balef, Bing Bing Zhou, Albert Y. Zomaya
2021 J jnl
Accelerating Federated Edge Learning.
IEEE Commun. Lett.
Tuan Dung Nguyen, Amir Rezaei Balef, Canh T. Dinh, Nguyen Hoang Tran, Duy T. Ngo, Tuan Anh Le, Phuong Luu Vo
2020 J jnl
DONE: Distributed Newton-type Method for Federated Edge Learning.
CoRR
Canh T. Dinh, Nguyen Hoang Tran, Tuan Dung Nguyen, Wei Bao, Amir Rezaei Balef