Increasing Trustworthiness of Face Authentication in Mobile Devices by Modeling Gesture Behavior and Location Using Neural Networks. - Blerim Rexha; Gresa Shala; Valon Xhafa (Future Internet, 2018)

Learning Step-Size Adaptation in CMA-ES. - Gresa Shala; André Biedenkapp; Noor H. Awad; Steven Adriaensen; Marius Lindauer; Frank Hutter (PPSN (1), 2020)

Squirrel: A Switching Hyperparameter Optimizer. - Noor H. Awad; Gresa Shala; Difan Deng; Neeratyoy Mallik; Matthias Feurer; Katharina Eggensperger; André Biedenkapp; Diederick Vermetten; Hao Wang 025; Carola Doerr; Marius Lindauer; Frank Hutter (CoRR, 2020)

Automated Dynamic Algorithm Configuration. - Steven Adriaensen; André Biedenkapp; Gresa Shala; Noor H. Awad; Theresa Eimer; Marius Lindauer; Frank Hutter (J. Artif. Intell. Res., 2022)

Gray-Box Gaussian Processes for Automated Reinforcement Learning. - Gresa Shala; André Biedenkapp; Frank Hutter; Josif Grabocka (ICLR, 2023)

Transfer NAS with Meta-learned Bayesian Surrogates. - Gresa Shala; Thomas Elsken; Frank Hutter; Josif Grabocka (ICLR, 2023)

HPO-RL-Bench: A Zero-Cost Benchmark for HPO in Reinforcement Learning. - Gresa Shala; Sebastian Pineda-Arango; André Biedenkapp; Frank Hutter; Josif Grabocka (AutoML, 2024)

Hierarchical Transformers are Efficient Meta-Reinforcement Learners. - Gresa Shala; André Biedenkapp; Josif Grabocka (CoRR, 2024)

Efficient Cross-Episode Meta-RL. - Gresa Shala; André Biedenkapp; Pierre Krack; Florian Walter; Josif Grabocka (ICLR, 2025)