About Me

I am currently a Graduate Research Assistant in the Electrical and Computer Engineering (ECE) department at Missouri University of Science and Technology. I am working toward earning my PhD in Computer Engineering degree under the supervision of Dr. Mohamed Nafea.

My research focuses on representation learning and machine learning with a commitment to fairness and interpretability. I strive to develop models that not only achieve high performance but also uphold ethical standards by being transparent, equitable, and reliable across various domains.

Publications

• Information-theoretic Quantification of Inherent Discrimination Bias in Training Data for Supervised Learning
  Sokrat Aldarmini, and Mohamed S. Nafea
   ICLR Workshop on Navigating and Addressing Data Problems for Foundation Models, Singapore, 24-28 April 2025
• Adaptive Consensus Control for Linear Multi-Agent System with Unknown Sinusoidal Disturbances
  Sokrat Aldarmini, Sergey Kolyubin, Alexey Vedyakov
  22nd IFAC World Congress: Yokohama, Japan, July 9-14, 2023
• Formation Control for Multi-agent System With Disturbances Compensation
  Sokrat Aldarmini, Alexey Vedyakov, Mikhail Kakanov
  9th IFAC Conference on Networked Systems NECSYS 2022: Zürich, Switzerland, 5–7 July 2022
• Methods for Forming Students’ Competences in the Field of Probability Models Accuracy
  Krasnoshchekov V.V. , Semenova N.V. , Sokrat Aldarmini
  Journal: Modern problems of science and education, January 2020.