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Gresa Shala
Gresa Shala
PhD candidate, University of Freiburg
E-mailová adresa ověřena na: informatik.uni-freiburg.de - Domovská stránka
Název
Citace
Citace
Rok
Automated dynamic algorithm configuration
S Adriaensen, A Biedenkapp, G Shala, N Awad, T Eimer, M Lindauer, ...
Journal of Artificial Intelligence Research 75, 1633-1699, 2022
422022
Learning step-size adaptation in CMA-ES
G Shala, A Biedenkapp, N Awad, S Adriaensen, M Lindauer, F Hutter
Parallel Problem Solving from Nature–PPSN XVI: 16th International Conference …, 2020
402020
Transfer NAS with meta-learned bayesian surrogates
G Shala, T Elsken, F Hutter, J Grabocka
The Eleventh International Conference on Learning Representations, 2023
192023
AutoRL-Bench 1.0
G Shala, SP Arango, A Biedenkapp, F Hutter, J Grabocka
Sixth Workshop on Meta-Learning at the Conference on Neural Information …, 2022
62022
Squirrel: a switching hyperparameter optimizer
N Awad, G Shala, D Deng, N Mallik, M Feurer, K Eggensperger, ...
arXiv preprint arXiv:2012.08180, 2020
62020
Gray-Box Gaussian Processes for Automated Reinforcement Learning
G Shala, A Biedenkapp, F Hutter, J Grabocka
The Eleventh International Conference on Learning Representations, 2023
22023
HPO-RL-Bench: A zero-cost benchmark for HPO in reinforcement learning
G Shala, SP Arango, A Biedenkapp, F Hutter, J Grabocka
AutoML Conference 2024 (ABCD Track), 2024
12024
Hierarchical Transformers are Efficient Meta-Reinforcement Learners
G Shala, A Biedenkapp, J Grabocka
arXiv preprint arXiv:2402.06402, 2024
12024
Method and device for learning a strategy and for implementing the strategy
S Adriaenssen, A Biedenkapp, F Hutter, G Shala, M Lindauer, N Awad
US Patent App. 17/305,586, 2022
12022
Systém momentálně nemůže danou operaci provést. Zkuste to znovu později.
Články 1–9