Concepedia

Samira Shabanian

SS

Statistics

Publications

5

Citations

75

H-Index

5

Active since

2016

Affiliations

Canadian Institute for Advanced Research(Current)

Polytechnique Montréal

Samira Shabanian is an author at Canadian Institute for Advanced Research specializing in engineering, deep learning, and computer science.

Top concepts

Publications per year

2016–2024

5

Publications

5

On the Learning Dynamics of Deep Neural Networks

Rémi Tachet des Combes, Mohammad Pezeshki, Samira Shabanian et al. · arXiv (Cornell University) · 2018 · 23 citations · Full text

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Fairness-Aware Structured Pruning in Transformers

Abdelrahman Zayed, Gonçalo Mordido, Samira Shabanian et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2024 · 17 citations · Full text

Learning to Limit Data Collection via Scaling Laws: A Computational Interpretation for the Legal Principle of Data Minimization

Divya Shanmugam, Fernando Díaz, Samira Shabanian et al. · 2022 ACM Conference on Fairness, Accountability, and Transparency · 2022 · 13 citations · Full text

Bidirectional Helmholtz machines

Jörg Bornschein, Samira Shabanian, Asja Fischer et al. · International Conference on Machine Learning · 2016 · 11 citations

, , +17

Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness

Abdelrahman Zayed, Prasanna Parthasarathi, Gonçalo Mordido et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 11 citations · Full text

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