Hadi S. Jomaa - RankMe

16 papers A* 1Journal 9Unranked 5

Year	Rank	Type	Title / Venue / Authors
2023	—	`—`	Transfer Learning for Automated Machine Learning: Meta-feature Learning, Black-box Hyperparameter Optimization and Applications. Hadi S. Jomaa
2022	J	`jnl`	Zero-Shot AutoML with Pretrained Models. CoRR Ekrem Öztürk, Fabio Ferreira, Hadi S. Jomaa, Lars Schmidt-Thieme, Josif Grabocka, Frank Hutter
2022	A*	`conf`	Zero-shot AutoML with Pretrained Models. ICML Ekrem Öztürk, Fabio Ferreira, Hadi S. Jomaa, Lars Schmidt-Thieme, Josif Grabocka, Frank Hutter
2021	J	`jnl`	Dataset2Vec: learning dataset meta-features. Data Min. Knowl. Discov. Hadi S. Jomaa, Lars Schmidt-Thieme, Josif Grabocka
2021	—	`conf`	HPO-B: A Large-Scale Reproducible Benchmark for Black-Box HPO based on OpenML. NeurIPS Datasets and Benchmarks Sebastian Pineda-Arango, Hadi S. Jomaa, Martin Wistuba, Josif Grabocka
2021	J	`jnl`	HPO-B: A Large-Scale Reproducible Benchmark for Black-Box HPO based on OpenML. CoRR Sebastian Pineda-Arango, Hadi S. Jomaa, Martin Wistuba, Josif Grabocka
2021	J	`jnl`	Hyperparameter Optimization with Differentiable Metafeatures. CoRR Hadi S. Jomaa, Lars Schmidt-Thieme, Josif Grabocka
2021	J	`jnl`	Improving Hyperparameter Optimization by Planning Ahead. CoRR Hadi S. Jomaa, Jonas K. Falkner, Lars Schmidt-Thieme
2021	—	`conf`	Multi-task Learning Curve Forecasting Across Hyperparameter Configurations and Datasets. ECML/PKDD (1) Shayan Jawed, Hadi S. Jomaa, Lars Schmidt-Thieme, Josif Grabocka
2019	J	`jnl`	Dataset2Vec: Learning Dataset Meta-Features. CoRR Hadi S. Jomaa, Josif Grabocka, Lars Schmidt-Thieme
2019	J	`jnl`	Hyp-RL : Hyperparameter Optimization by Reinforcement Learning. CoRR Hadi S. Jomaa, Josif Grabocka, Lars Schmidt-Thieme
2019	J	`jnl`	In Hindsight: A Smooth Reward for Steady Exploration. CoRR Hadi S. Jomaa, Josif Grabocka, Lars Schmidt-Thieme
2017	J	`jnl`	KerMinSVM for imbalanced datasets with a case study on arabic comics classification. Eng. Appl. Artif. Intell. Ammar Nayal, Hadi S. Jomaa, Mariette Awad
2016	—	`conf`	Affective Relationship between Color and Text in Arabic Comic Books. SITIS Hadi S. Jomaa, Mohamad Kamereddine, Ammar Nayal, Yara Rizk, Mariette Awad
2016	—	`conf`	Semantic and Visual Cues for Humanitarian Computing of Natural Disaster Damage Images. SITIS Hadi S. Jomaa, Yara Rizk, Mariette Awad
2015	—	`conf`	Panel Tracking for the Extraction and the Classification of Speech Balloons. ICIAP (2) Hadi S. Jomaa, Mariette Awad, Lina Ghaibeh