Gresa Shala - RankMe

12 papers A* 3Journal 7Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Learning to Order: Task Sequencing as In-Context Optimization. CoRR Jan Kobiolka, Christian M. M. Frey, Arlind Kadra, Gresa Shala, Josif Grabocka
2026	J	`jnl`	POP: Prior-fitted Optimizer Policies. CoRR Jan Kobiolka, Christian M. M. Frey, Gresa Shala, Arlind Kadra, Erind Bedalli, Josif Grabocka
2025	A*	`conf`	Efficient Cross-Episode Meta-RL. ICLR Gresa Shala, André Biedenkapp, Pierre Krack, Florian Walter, Josif Grabocka
2024	—	`conf`	HPO-RL-Bench: A Zero-Cost Benchmark for HPO in Reinforcement Learning. AutoML Gresa Shala, Sebastian Pineda-Arango, André Biedenkapp, Frank Hutter, Josif Grabocka
2024	J	`jnl`	Hierarchical Transformers are Efficient Meta-Reinforcement Learners. CoRR Gresa Shala, André Biedenkapp, Josif Grabocka
2023	A*	`conf`	Gray-Box Gaussian Processes for Automated Reinforcement Learning. ICLR Gresa Shala, André Biedenkapp, Frank Hutter, Josif Grabocka
2023	A*	`conf`	Transfer NAS with Meta-learned Bayesian Surrogates. ICLR Gresa Shala, Thomas Elsken, Frank Hutter, Josif Grabocka
2022	J	`jnl`	Automated Dynamic Algorithm Configuration. CoRR Steven Adriaensen, André Biedenkapp, Gresa Shala, Noor H. Awad, Theresa Eimer, Marius Lindauer, Frank Hutter
2022	J	`jnl`	Automated Dynamic Algorithm Configuration. J. Artif. Intell. Res. Steven Adriaensen, André Biedenkapp, Gresa Shala, Noor H. Awad, Theresa Eimer, Marius Lindauer, Frank Hutter
2020	—	`conf`	Learning Step-Size Adaptation in CMA-ES. PPSN (1) Gresa Shala, André Biedenkapp, Noor H. Awad, Steven Adriaensen, Marius Lindauer, Frank Hutter
2020	J	`jnl`	Squirrel: A Switching Hyperparameter Optimizer. CoRR 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
2018	J	`jnl`	Increasing Trustworthiness of Face Authentication in Mobile Devices by Modeling Gesture Behavior and Location Using Neural Networks. Future Internet Blerim Rexha, Gresa Shala, Valon Xhafa