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Sammy Khalife
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2020 – today
- 2025
- [c8]Sammy Khalife, Josué Tonelli-Cueto:
Is uniform expressivity too restrictive? Towards efficient expressivity of GNNs. ICLR 2025 - 2024
- [j3]Sammy Khalife
, Hongyu Cheng, Amitabh Basu
Neural networks with linear threshold activations: structure and algorithms. Math. Program. 206(1): 333-356 (2024) - [c7]Hongyu Cheng, Sammy Khalife, Barbara Fiedorowicz, Amitabh Basu:
Sample Complexity of Algorithm Selection Using Neural Networks and Its Applications to Branch-and-Cut. NeurIPS 2024 - [i7]Hongyu Cheng, Sammy Khalife, Barbara Fiedorowicz, Amitabh Basu:
Data-driven algorithm design using neural networks with applications to branch-and-cut. CoRR abs/2402.02328 (2024) - [i6]Sammy Khalife, Yann Ponty, Laurent Bulteau:
Sequence graphs realizations and ambiguity in language models. CoRR abs/2402.08830 (2024) - [i5]Sammy Khalife, Josué Tonelli-Cueto:
Is uniform expressivity too restrictive? Towards efficient expressivity of graph neural networks. CoRR abs/2410.01910 (2024) - 2023
- [i4]Sammy Khalife, Amitabh Basu:
On the power of graph neural networks and the role of the activation function. CoRR abs/2307.04661 (2023) - [i3]Sammy Khalife:
Graph Neural Networks with polynomial activations have limited expressivity. CoRR abs/2310.13139 (2023) - 2022
- [c6]Sammy Khalife
Neural Networks with Linear Threshold Activations: Structure and Algorithms. IPCO 2022: 347-360 - 2021
- [j2]Sammy Khalife
Structure and influence in a global capital-ownership network. Appl. Netw. Sci. 6(1): 16 (2021) - [j1]Sammy Khalife, Douglas Soares Gonçalves
Further results on latent discourse models and word embeddings. J. Mach. Learn. Res. 22: 270:1-270:36 (2021) - [c5]Sammy Khalife
Sequence Graphs Realizations and Ambiguity in Language Models. COCOON 2021: 153-163 - [i2]Sammy Khalife, Amitabh Basu:
Neural networks with linear threshold activations: structure and algorithms. CoRR abs/2111.08117 (2021) - 2020
- [b1]Sammy Khalife:
Graphs, geometry, and representations for language models and networks of entities. (Graphes, géométrie et représentations pour le langage et les réseaux d'entités). Polytechnic Institute of Paris, France, 2020
2010 – 2019
- 2019
- [c4]Sammy Khalife
Empirical Analysis of a Global Capital-Ownership Network. COMPLEX NETWORKS (2) 2019: 656-667 - [c3]Sammy Khalife
Geometry and Analogies: A Study and Propagation Method for Word Representations. SLSP 2019: 100-111 - [c2]Sammy Khalife, Michalis Vazirgiannis:
Scalable graph-based method for individual named entity identification. TextGraphs@EMNLP 2019: 17-25 - 2018
- [c1]Olivier Pallanca, Sammy Khalife
Detection of sleep spindles in NREM 2 sleep stages: Preliminary study & benchmarking of algorithms. BIBM 2018: 2652-2655 - [i1]Sammy Khalife, Michalis Vazirgiannis:
Scalable graph-based individual named entity identification. CoRR abs/1811.10547 (2018)
Coauthor Index
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