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Hadi S. Jomaa
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Year
Dataset2vec: Learning dataset meta-features
HS Jomaa, L Schmidt-Thieme, J Grabocka
Data Mining and Knowledge Discovery 35 (3), 964-985, 2021
372021
Hyp-rl: Hyperparameter optimization by reinforcement learning
HS Jomaa, J Grabocka, L Schmidt-Thieme
arXiv preprint arXiv:1906.11527, 2019
362019
Do we really need deep learning models for time series forecasting?
S Elsayed, D Thyssens, A Rashed, HS Jomaa, L Schmidt-Thieme
arXiv preprint arXiv:2101.02118, 2021
332021
A computationally efficient multi-modal classification approach of disaster-related Twitter images
Y Rizk, HS Jomaa, M Awad, C Castillo
Proceedings of the 34th ACM/SIGAPP symposium on applied computing, 2050-2059, 2019
242019
Hpo-b: A large-scale reproducible benchmark for black-box hpo based on openml
SP Arango, HS Jomaa, M Wistuba, J Grabocka
arXiv preprint arXiv:2106.06257, 2021
13*2021
Handwritten Amharic character recognition using a convolutional neural network
MS Gondere, L Schmidt-Thieme, AS Boltena, HS Jomaa
arXiv preprint arXiv:1909.12943, 2019
132019
KerMinSVM for imbalanced datasets with a case study on arabic comics classification
A Nayal, H Jomaa, M Awad
Engineering Applications of Artificial Intelligence 59, 159-169, 2017
82017
Semantic and Visual Cues for Humanitarian Computing of Natural Disaster Damage Images
HS Jomaa, Y Rizk, M Awad
2016 12th International Conference on Signal-Image Technology & Internet …, 2016
62016
Hyperparameter optimization with differentiable metafeatures
HS Jomaa, L Schmidt-Thieme, J Grabocka
arXiv preprint arXiv:2102.03776, 2021
42021
Panel tracking for the extraction and the classification of speech balloons
HS Jomaa, M Awad, L Ghaibeh
International Conference on Image Analysis and Processing, 394-405, 2015
42015
A hybrid convolutional approach for parking availability prediction
HS Jomaa, J Grabocka, L Schmidt-Thieme, A Borek
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
32019
Transfer Learning for Bayesian HPO with End-to-End Landmark Meta-Features
HS Jomaa, SP Arango, L Schmidt-Thieme, J Grabocka
Fifth Workshop on Meta-Learning at the Conference on Neural Information …, 2021
22021
Multi-task Learning Curve Forecasting Across Hyperparameter Configurations and Datasets
S Jawed, H Jomaa, L Schmidt-Thieme, J Grabocka
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021
12021
Exploring the influence of data aggregation in parking prediction
S Elsayed, D Thyssens, S Chamurally, A Tariq, HS Jomaa
International Conference on Database and Expert Systems Applications, 85-95, 2020
12020
Affective Relationship between Color and Text in Arabic Comic Books
HS Jomaa, M Kamereddine, A Nayal, Y Rizk, M Awad
2016 12th International Conference on Signal-Image Technology & Internet …, 2016
12016
Zero-Shot AutoML with Pretrained Models
E Öztürk, F Ferreira, H Jomaa, L Schmidt-Thieme, J Grabocka, F Hutter
International Conference on Machine Learning, 17138-17155, 2022
2022
Improving Hyperparameter Optimization by Planning Ahead
HS Jomaa, J Falkner, L Schmidt-Thieme
arXiv preprint arXiv:2110.08028, 2021
2021
3D object reconstruction from a single 2D image: performance of two novel frameworks based on lightweight CNN architectures and free-form deformation of meshes
S Pradhan, K Madhusudhanan, L Munoz-Giraldo, MU Faruq, H Jomaa
Eleventh International Conference on Graphics and Image Processing (ICGIP …, 2020
2020
In Hindsight: A Smooth Reward for Steady Exploration
HS Jomaa, J Grabocka, L Schmidt-Thieme
arXiv preprint arXiv:1906.09781, 2019
2019
Balancing a Two-Wheeled Mobile Robot using Adaptive Control
H Al-Jlailaty, H Jomaa, N Daher, D Asmar
2018 IEEE International Multidisciplinary Conference on Engineering …, 2018
2018
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Articles 1–20