publications

2023

1. 

   Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets

   Dominique Beaini, Shenyang Huang, Joao Alex Cunha, and 32 more authors

   International Conference on Learning Representations (ICLR), 2023

   Bib PDF

   @article{Mohamud2023FoundationalModels,
     title = {Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets},
     author = {Beaini, Dominique and Huang, Shenyang and Cunha, Joao Alex and Li, Zhiyi and Moisescu-Pareja, Gabriela and Dymov, Oleksandr and Maddrell-Mander, Samuel and McLean, Callum and Wenkel, Frederik and Müller, Luis and Mohamud, Jama Hussein and Parviz, Ali and Craig, Michael and Koziarski, Michał and Lu, Jiarui and Zhu, Zhaocheng and Gabellini, Cristian and Klaser, Kerstin and Dean, Josef and Wognum, Cas and Sypetkowski, Maciej and Rabusseau, Guillaume and Rabbany, Reihaneh and Tang, Jian and Morris, Christopher and Koutis, Ioannis and Ravanelli, Mirco and Wolf, Guy and Tossou, Prudencio and Mary, Hadrien and Bois, Therence and Fitzgibbon, Andrew and Banaszewski, Błażej and Martin, Chad and Masters, Dominic},
     year = {2023},
     journal = {International Conference on Learning Representations (ICLR)},
   }

2022

1. 

   Exploring the Application of Perceivers to Graph Representation Learning

   Jama Hussein Mohamud, Thomas Makkink, Arnu Pretorius, and 1 more author

   In , 2022

   Bib

   @inproceedings{Mohamud2022GraphPerceivers,
     title = {Exploring the Application of Perceivers to Graph Representation Learning},
     author = {Mohamud, Jama Hussein and Makkink, Thomas and Pretorius, Arnu and Fu, Yunguan},
     year = {2022},
     journal = {Research done at InstaDeep - Ongoing},
   }

2021

1. 

   Fast Development of ASR in African Languages using Self-Supervised Speech Representation Learning

   Jama Hussein Mohamud, Lloyd Acquaye Thompson, Aissatou Ndoye, and 1 more author

   European Chapter of the Association for Computational Linguistics (EACL), 2021

   Bib PDF

   @article{Mohamud2021ASR,
     title = {Fast Development of ASR in African Languages using Self-Supervised Speech Representation Learning},
     author = {Mohamud, Jama Hussein and Thompson, Lloyd Acquaye and Ndoye, Aissatou and Besacier, Laurent},
     year = {2021},
     journal = {European Chapter of the Association for Computational Linguistics (EACL)},
   }

2020

1. 

   Self-supervised Private Representation Learning

   Jama Hussein Mohamud, Mitiku Yohannes, and Moustapha Cisse

   Thesis - available upon request, 2020

   Bib

   @article{Mohamud2020PrivateLearning,
     title = {Self-supervised Private Representation Learning},
     author = {Mohamud, Jama Hussein and Yohannes, Mitiku and Cisse, Moustapha},
     year = {2020},
     journal = {Thesis - available upon request},
   }

2019

1. 

   Poverty Level Characterization via Feature Selection and Machine Learning

   Jama Hussein Mohamud, and Omer Nezih Gerek

   IEEE Symposium on Signal Processing and Information Technology, 2019

   Bib

   @article{Mohamud2019PovertyLevel,
     title = {Poverty Level Characterization via Feature Selection and Machine Learning},
     author = {Mohamud, Jama Hussein and Gerek, Omer Nezih},
     year = {2019},
     journal = {IEEE Symposium on Signal Processing and Information Technology},
     url = {https://scholar.google.com/citations?view_op=view_citation&hl=en&user=b-6wf6wAAAAJ&citation_for_view=b-6wf6wAAAAJ:u5HHmVD_uO8C},
   }