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Eslam Abdelaleem

According to our database1, Eslam Abdelaleem authored at least 5 papers between 2023 and 2025.

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

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2025
Accurate Estimation of Mutual Information in High Dimensional Data.
[BibTeX]
[DOI]
Eslam Abdelaleem
,
K. Michael Martini
,
Ilya Nemenman
CoRR, June, 2025

2024
Simultaneous Dimensionality Reduction: A Data Efficient Approach for Multimodal Representations Learning.
[BibTeX]
[DOI]
Eslam Abdelaleem
,
Ahmed Roman
,
K. Michael Martini
,
Ilya Nemenman
Trans. Mach. Learn. Res., 2024

Simultaneous Dimensionality Reduction for Extracting Useful Representations of Large Empirical Multimodal Datasets.
[BibTeX]
[DOI]
Eslam Abdelaleem
CoRR, 2024

2023
Learning force laws in many-body systems.
[BibTeX]
[DOI]
Wentao Yu
,
Eslam Abdelaleem
,
Ilya Nemenman
,
Justin C. Burton
CoRR, 2023

Deep Variational Multivariate Information Bottleneck - A Framework for Variational Losses.
[BibTeX]
[DOI]
Eslam Abdelaleem
,
Ilya Nemenman
,
K. Michael Martini
CoRR, 2023


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