Gresa Shala

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Gaussian Processes

Top Venues

J. Artif. Intell. Res.

Publications

Gresa Shala, André Biedenkapp, Josif Grabocka
Hierarchical Transformers are Efficient Meta-Reinforcement Learners. CoRR (2024)
Gresa Shala, Thomas Elsken, Frank Hutter, Josif Grabocka
Transfer NAS with Meta-learned Bayesian Surrogates. ICLR (2023)
Gresa Shala, André Biedenkapp, Frank Hutter, Josif Grabocka
Gray-Box Gaussian Processes for Automated Reinforcement Learning. ICLR (2023)
Steven Adriaensen, André Biedenkapp, Gresa Shala, Noor H. Awad, Theresa Eimer, Marius Lindauer, Frank Hutter
Automated Dynamic Algorithm Configuration. CoRR (2022)
Steven Adriaensen, André Biedenkapp, Gresa Shala, Noor H. Awad, Theresa Eimer, Marius Lindauer, Frank Hutter
Automated Dynamic Algorithm Configuration. J. Artif. Intell. Res. 75 (2022)
Noor H. Awad, Gresa Shala, Difan Deng, Neeratyoy Mallik, Matthias Feurer, Katharina Eggensperger, André Biedenkapp, Diederick Vermetten, Hao Wang, Carola Doerr, Marius Lindauer, Frank Hutter
Squirrel: A Switching Hyperparameter Optimizer. CoRR (2020)
Gresa Shala, André Biedenkapp, Noor H. Awad, Steven Adriaensen, Marius Lindauer, Frank Hutter
Learning Step-Size Adaptation in CMA-ES. PPSN (1) (2020)
Blerim Rexha, Gresa Shala, Valon Xhafa
Increasing Trustworthiness of Face Authentication in Mobile Devices by Modeling Gesture Behavior and Location Using Neural Networks. Future Internet 10 (2) (2018)