Hadi S. Jomaa

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 14

Top Topics

Parameter Optimization

Top Venues

Eng. Appl. Artif. Intell.

Publications

Ekrem Öztürk, Fabio Ferreira, Hadi S. Jomaa, Lars Schmidt-Thieme, Josif Grabocka, Frank Hutter
Zero-Shot AutoML with Pretrained Models. CoRR (2022)
Ekrem Öztürk, Fabio Ferreira, Hadi S. Jomaa, Lars Schmidt-Thieme, Josif Grabocka, Frank Hutter
Zero-shot AutoML with Pretrained Models. ICML (2022)
Hadi S. Jomaa, Lars Schmidt-Thieme, Josif Grabocka
Dataset2Vec: learning dataset meta-features. Data Min. Knowl. Discov. 35 (3) (2021)
Sebastian Pineda-Arango, Hadi S. Jomaa, Martin Wistuba, Josif Grabocka
HPO-B: A Large-Scale Reproducible Benchmark for Black-Box HPO based on OpenML. NeurIPS Datasets and Benchmarks (2021)
Shayan Jawed, Hadi S. Jomaa, Lars Schmidt-Thieme, Josif Grabocka
Multi-task Learning Curve Forecasting Across Hyperparameter Configurations and Datasets. ECML/PKDD (1) (2021)
Hadi S. Jomaa, Lars Schmidt-Thieme, Josif Grabocka
Hyperparameter Optimization with Differentiable Metafeatures. CoRR (2021)
Hadi S. Jomaa, Jonas K. Falkner, Lars Schmidt-Thieme
Improving Hyperparameter Optimization by Planning Ahead. CoRR (2021)
Sebastian Pineda-Arango, Hadi S. Jomaa, Martin Wistuba, Josif Grabocka
HPO-B: A Large-Scale Reproducible Benchmark for Black-Box HPO based on OpenML. CoRR (2021)
Hadi S. Jomaa, Josif Grabocka, Lars Schmidt-Thieme
Dataset2Vec: Learning Dataset Meta-Features. CoRR (2019)
Hadi S. Jomaa, Josif Grabocka, Lars Schmidt-Thieme
Hyp-RL : Hyperparameter Optimization by Reinforcement Learning. CoRR (2019)
Hadi S. Jomaa, Josif Grabocka, Lars Schmidt-Thieme
In Hindsight: A Smooth Reward for Steady Exploration. CoRR (2019)
Ammar Nayal, Hadi S. Jomaa, Mariette Awad
KerMinSVM for imbalanced datasets with a case study on arabic comics classification. Eng. Appl. Artif. Intell. 59 (2017)
Hadi S. Jomaa, Yara Rizk, Mariette Awad
Semantic and Visual Cues for Humanitarian Computing of Natural Disaster Damage Images. SITIS (2016)
Hadi S. Jomaa, Mohamad Kamereddine, Ammar Nayal, Yara Rizk, Mariette Awad
Affective Relationship between Color and Text in Arabic Comic Books. SITIS (2016)
Hadi S. Jomaa, Mariette Awad, Lina Ghaibeh
Panel Tracking for the Extraction and the Classification of Speech Balloons. ICIAP (2) (2015)