Concepedia

Sina Aghaei

SA

Statistics

Publications

6

Citations

215

H-Index

6

Active since

2019

Affiliations

University of Southern California(Current)

California Southern University

Sina Aghaei is an author at University of Southern California specializing in decision trees, computing, and fairness in machine learning.

Publications per year

2019–2024

6

Publications

6

Learning Optimal and Fair Decision Trees for Non-Discriminative Decision-Making

Sina Aghaei, Mohammad Javad Azizi, Phebe Vayanos · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 125 citations · Full text

Computing, Data Science, Decision Theory +16

Strong Optimal Classification Trees

Sina Aghaei, Andrés Gómez, Phebe Vayanos · Operations Research · 2024 · 24 citations

Computing, Computer Science, Algorithms +16

Learning Optimal Fair Decision Trees: Trade-offs Between Interpretability, Fairness, and Accuracy

Nathanael Jo, Sina Aghaei, Jack A. Benson et al. · 2023 · 21 citations · Full text

Computing, Computer Science, Data Mining +14

Learning Optimal Classification Trees: Strong Max-Flow Formulations

Sina Aghaei, Andrés Gómez, Phebe Vayanos · arXiv (Cornell University) · 2020 · 18 citations · Full text

Natural Sciences, Computer Science, Algorithms +16

Strong Optimal Classification Trees

Sina Aghaei, Andrés Gómez, Phebe Vayanos · arXiv (Cornell University) · 2021 · 15 citations · Full text

Computing, Computer Science, Algorithms +16

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