| DONE: distributed approximate newton-type method for federated edge learning CT Dinh, NH Tran, TD Nguyen, W Bao, AR Balef, BB Zhou, AY Zomaya IEEE Transactions on Parallel and Distributed Systems 33 (11), 2648-2660, 2022 | 23 | 2022 |
| AMLTK: A Modular Automl Toolkit in Python E Bergman, M Feurer, A Bahram, AR Balef, L Purucker, S Segel, ... Journal of Open Source Software 9 (100), 6367, 2024 | 6 | 2024 |
| Piecewise-stationary combinatorial semi-bandit with causally related rewards B Nourani-Koliji, S Bilaj, AR Balef, S Maghsudi arXiv preprint arXiv:2307.14138, 2023 | 3 | 2023 |
| Piecewise-Stationary Multi-Objective Multi-Armed Bandit with Application to Joint Communications and Sensing A Rezaei Balef, S Maghsudi arXiv e-prints, arXiv: 2302.05257, 2023 | 3* | 2023 |
| Towards Bandit-based Optimization for Automated Machine Learning AR Balef, C Vernade, K Eggensperger 5th Workshop on practical ML for limited/low resource settings, 2024 | 2 | 2024 |
| Accelerating federated edge learning TD Nguyen, AR Balef, CT Dinh, NH Tran, DT Ngo, TA Le, PL Vo IEEE Communications Letters 25 (10), 3282-3286, 2021 | 2 | 2021 |
| Put CASH on Bandits: A Max K-Armed Problem for Automated Machine Learning AR Balef, C Vernade, K Eggensperger arXiv preprint arXiv:2505.05226, 2025 | 1 | 2025 |
| In-Context Decision Making for Optimizing Complex AutoML Pipelines AR Balef, K Eggensperger ECAI 2025, 4758-4765, 2025 | 1 | 2025 |
| Adaptive Energy-Efficient Waveform Design For Joint Communication and Sensing using Multiobjective Multiarmed Bandits AR Balef, S Maghsudi, S Stanczak WSA & SCC 2023; 26th International ITG Workshop on Smart Antennas and 13th …, 2023 | 1 | 2023 |
| Towards Understanding Layer Contributions in Tabular In-Context Learning Models AR Balef, M Koshil, K Eggensperger arXiv preprint arXiv:2511.15432, 2025 | | 2025 |
| Posterior sampling using prior-data fitted networks for optimizing complex automl pipelines AR Balef, K Eggensperger Eighteenth European Workshop on Reinforcement Learning, 2025 | | 2025 |
