Hadi S. Jomaa

According to our database, Hadi S. Jomaa authored at least 18 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Transfer Learning for Automated Machine Learning: Meta-feature Learning, Black-box Hyperparameter Optimization and Applications.

Hadi S. Jomaa

PhD thesis, 2023

2022

Zero-shot AutoML with Pretrained Models.

Ekrem Öztürk, Fabio Ferreira, Hadi S. Jomaa, Lars Schmidt-Thieme, Josif Grabocka, Frank Hutter

Proceedings of the International Conference on Machine Learning, 2022

2021

Dataset2Vec: learning dataset meta-features.

Hadi S. Jomaa, Lars Schmidt-Thieme, Josif Grabocka

Data Min. Knowl. Discov., 2021

Improving Hyperparameter Optimization by Planning Ahead.

Hadi S. Jomaa, Jonas K. Falkner, Lars Schmidt-Thieme

CoRR, 2021

Hyperparameter Optimization with Differentiable Metafeatures.

Hadi S. Jomaa, Lars Schmidt-Thieme, Josif Grabocka

CoRR, 2021

Do We Really Need Deep Learning Models for Time Series Forecasting?

Shereen Elsayed, Daniela Thyssens, Ahmed Rashed, Lars Schmidt-Thieme, Hadi Samer Jomaa

CoRR, 2021

Multi-task Learning Curve Forecasting Across Hyperparameter Configurations and Datasets.

Shayan Jawed, Hadi S. Jomaa, Lars Schmidt-Thieme, Josif Grabocka

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

HPO-B: A Large-Scale Reproducible Benchmark for Black-Box HPO based on OpenML.

Sebastian Pineda-Arango, Hadi S. Jomaa, Martin Wistuba, Josif Grabocka

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

2020

Exploring the Influence of Data Aggregation in Parking Prediction.

Shereen Elsayed, Daniela Thyssens, Shabanaz Chamurally, Arslan Tariq, Hadi Samer Jomaa

Proceedings of the Database and Expert Systems Applications, 2020

2019

Handwritten Amharic Character Recognition Using a Convolutional Neural Network.

Mesay Samuel Gondere, Lars Schmidt-Thieme, Abiot Sinamo Boltena, Hadi Samer Jomaa

CoRR, 2019

Hyp-RL : Hyperparameter Optimization by Reinforcement Learning.

Hadi S. Jomaa, Josif Grabocka, Lars Schmidt-Thieme

CoRR, 2019

In Hindsight: A Smooth Reward for Steady Exploration.

Hadi S. Jomaa, Josif Grabocka, Lars Schmidt-Thieme

CoRR, 2019

A computationally efficient multi-modal classification approach of disaster-related Twitter images.

Yara Rizk, Hadi Samer Jomaa, Mariette Awad, Carlos Castillo

Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

A Hybrid Convolutional Approach for Parking Availability Prediction.

Hadi Samer Jomaa, Josif Grabocka, Lars Schmidt-Thieme, Alexander Borek

Proceedings of the International Joint Conference on Neural Networks, 2019

2017

KerMinSVM for imbalanced datasets with a case study on arabic comics classification.

Ammar Nayal, Hadi S. Jomaa, Mariette Awad

Eng. Appl. Artif. Intell., 2017

2016

Semantic and Visual Cues for Humanitarian Computing of Natural Disaster Damage Images.

Hadi S. Jomaa, Yara Rizk, Mariette Awad

Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016

Affective Relationship between Color and Text in Arabic Comic Books.

Hadi S. Jomaa, Mohamad Kamereddine, Ammar Nayal, Yara Rizk, Mariette Awad

Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016

2015

Panel Tracking for the Extraction and the Classification of Speech Balloons.

Hadi S. Jomaa, Mariette Awad, Lina Ghaibeh

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015