Gresa Shala

According to our database, Gresa Shala authored at least 11 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2026

Learning to Order: Task Sequencing as In-Context Optimization.

Jan Kobiolka, Christian M. M. Frey, Arlind Kadra, Gresa Shala, Josif Grabocka

CoRR, March, 2026

POP: Prior-fitted Optimizer Policies.

Jan Kobiolka, Christian M. M. Frey, Gresa Shala, Arlind Kadra, Erind Bedalli, Josif Grabocka

CoRR, February, 2026

2025

Efficient Cross-Episode Meta-RL.

Gresa Shala, André Biedenkapp, Pierre Krack, Florian Walter, Josif Grabocka

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Hierarchical Transformers are Efficient Meta-Reinforcement Learners.

Gresa Shala, André Biedenkapp, Josif Grabocka

CoRR, 2024

HPO-RL-Bench: A Zero-Cost Benchmark for HPO in Reinforcement Learning.

Gresa Shala, Sebastian Pineda-Arango, André Biedenkapp, Frank Hutter, Josif Grabocka

Proceedings of the International Conference on Automated Machine Learning, 2024

2023

Transfer NAS with Meta-learned Bayesian Surrogates.

Gresa Shala, Thomas Elsken, Frank Hutter, Josif Grabocka

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Gray-Box Gaussian Processes for Automated Reinforcement Learning.

Gresa Shala, André Biedenkapp, Frank Hutter, Josif Grabocka

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Automated Dynamic Algorithm Configuration.

Steven Adriaensen, André Biedenkapp, Gresa Shala, Noor H. Awad, Theresa Eimer, Marius Lindauer, Frank Hutter

J. Artif. Intell. Res., 2022

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, Carola Doerr, Marius Lindauer, Frank Hutter

CoRR, 2020

Learning Step-Size Adaptation in CMA-ES.

Gresa Shala, André Biedenkapp, Noor H. Awad, Steven Adriaensen, Marius Lindauer, Frank Hutter

Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

2018

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