Sammy Khalife

Orcid: 0000-0003-3161-7794

According to our database1, Sammy Khalife authored at least 13 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2024
Data-driven algorithm design using neural networks with applications to branch-and-cut.
CoRR, 2024

2023
Graph Neural Networks with polynomial activations have limited expressivity.
CoRR, 2023

On the power of graph neural networks and the role of the activation function.
CoRR, 2023

2022
Neural Networks with Linear Threshold Activations: Structure and Algorithms.
Proceedings of the Integer Programming and Combinatorial Optimization, 2022

2021
Further results on latent discourse models and word embeddings.
J. Mach. Learn. Res., 2021

Structure and influence in a global capital-ownership network.
Appl. Netw. Sci., 2021

Sequence Graphs Realizations and Ambiguity in Language Models.
Proceedings of the Computing and Combinatorics - 27th International Conference, 2021

2020
Graphs, geometry, and representations for language models and networks of entities. (Graphes, géométrie et représentations pour le langage et les réseaux d'entités).
PhD thesis, 2020

2019
Scalable graph-based method for individual named entity identification.
Proceedings of the Thirteenth Workshop on Graph-Based Methods for Natural Language Processing, 2019

Geometry and Analogies: A Study and Propagation Method for Word Representations.
Proceedings of the Statistical Language and Speech Processing, 2019

Empirical Analysis of a Global Capital-Ownership Network.
Proceedings of the Complex Networks and Their Applications VIII, 2019

2018
Scalable graph-based individual named entity identification.
CoRR, 2018

Detection of sleep spindles in NREM 2 sleep stages: Preliminary study & benchmarking of algorithms.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018


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