Neural networks with linear threshold activations: structure and algorithms S Khalife, H Cheng, A Basu Mathematical Programming, 1-24, 2023 | 12 | 2023 |
Geometry and analogies: a study and propagation method for word representations S Khalife, L Liberti, M Vazirgiannis Statistical Language and Speech Processing: 7th International Conference …, 2019 | 9 | 2019 |
Scalable graph-based individual named entity identification S Khalife, M Vazirgiannis arXiv preprint arXiv:1811.10547, 2018 | 9 | 2018 |
Scalable graph-based method for individual named entity identification S Khalife, M Vazirgiannis Proceedings of the Thirteenth Workshop on Graph-Based Methods for Natural …, 2019 | 7 | 2019 |
Distance geometry for word embeddings S Khalife, DS Gonçalves, L Liberti | 3 | 2020 |
Empirical analysis of a global capital-ownership network S Khalife, J Read, M Vazirgiannis Complex Networks and Their Applications VIII: Volume 2 Proceedings of the …, 2020 | 3 | 2020 |
On the power of graph neural networks and the role of the activation function S Khalife, A Basu arXiv preprint arXiv:2307.04661, 2023 | 2 | 2023 |
Structure and influence in a global capital–ownership network S Khalife, J Read, M Vazirgiannis Applied Network Science 6, 1-21, 2021 | 2 | 2021 |
Sequence graphs realizations and ambiguity in language models S Khalife, Y Ponty, L Bulteau Computing and Combinatorics: 27th International Conference, COCOON 2021 …, 2021 | 2 | 2021 |
Detection of sleep spindles in NREM 2 sleep stages: Preliminary study & benchmarking of algorithms O Pallanca, S Khalife, J Read 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2018 | 2 | 2018 |
Distance geometry for word representations and applications S Khalife, DS Gonçalves, L Liberti Journal of Computational Mathematics and Data Science 6, 100073, 2023 | 1 | 2023 |
Sequence graphs: characterization and counting of admissible elements S Khalife Graphs and Combinatorial Optimization: from Theory to Applications: CTW2020 …, 2021 | 1 | 2021 |
Secondary structure assignment of proteins in the absence of sequence information S Khalife, T Malliavin, L Liberti Bioinformatics Advances 1 (1), vbab038, 2021 | 1 | 2021 |
Further results on latent discourse models and word embeddings S Khalife, D Gonçalves, Y Allouah, L Liberti Journal of Machine Learning Research 22 (270), 1-36, 2021 | 1 | 2021 |
Data-driven algorithm design using neural networks with applications to branch-and-cut H Cheng, S Khalife, B Fiedorowicz, A Basu arXiv preprint arXiv:2402.02328, 2024 | | 2024 |
Graph Neural Networks with polynomial activations have limited expressivity S Khalife arXiv preprint arXiv:2310.13139, 2023 | | 2023 |
Distance based secondary structure assignment in proteins with node classification S Khalife, T Malliavin, L Liberti | | 2021 |
Graphes, géométrie et représentations pour le langage et les réseaux d'entités S Khalife Institut polytechnique de Paris, 2020 | | 2020 |
Graphs, geometry, and representations for language models and networks of entities S Khalife Institut Polytechnique de Paris, 2020 | | 2020 |
Extended abstract On the realizations of sequence graphs S Khalife, Y Ponty, L Bulteau | | |