Nazanin Nezami

11 papers Misc 2Journal 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive Pareto Exploration (APEX) for Fairness-Aware Hyperparameter Optimization in FairPilot.
Inf. Softw. Technol.
Mohammadsina Almasi, Nazanin Nezami, Francesco Di Carlo, Abolfazl Asudeh, Hadis Anahideh
2025 J jnl
Enhancing Batch Diversity in Surrogate Optimization: A Determinantal Point Processes Approach.
ACM Trans. Evol. Learn. Optim.
Nazanin Nezami, Hadis Anahideh
2025 J jnl
Finding representative group fairness metrics using correlation estimations.
Expert Syst. Appl.
Hadis Anahideh, Nazanin Nezami, Abolfazl Asudeh
2024 J jnl
Building Trust in Black-box Optimization: A Comprehensive Framework for Explainability.
CoRR
Nazanin Nezami, Hadis Anahideh
2024 J jnl
Dynamic Exploration-Exploitation Pareto Approach for high-dimensional expensive black-box optimization.
Comput. Oper. Res.
Nazanin Nezami, Hadis Anahideh
2023 J jnl
FairPilot: An Explorative System for Hyperparameter Tuning through the Lens of Fairness.
CoRR
Francesco Di Carlo, Nazanin Nezami, Hadis Anahideh, Abolfazl Asudeh
2023 J jnl
Hyperparameter Adaptive Search for Surrogate Optimization: A Self-Adjusting Approach.
CoRR
Nazanin Nezami, Hadis Anahideh
2023 Misc conf
Hyperparameter Adaptive Search for Surrogate Optimization: a Self-Adjusting Approach.
WSC
Nazanin Nezami, Hadis Anahideh
2022 Misc conf
An Empirical Review of Model-Based Adaptive Sampling for Global Optimization of Expensive Black-Box Functions.
WSC
Nazanin Nezami, Hadis Anahideh
2021 J jnl
Auditing Fairness and Imputation Impact in Predictive Analytics for Higher Education.
CoRR
Hadis Anahideh, Nazanin Nezami, Denisa Gandara
2021 J jnl
On the Choice of Fairness: Finding Representative Fairness Metrics for a Given Context.
CoRR
Hadis Anahideh, Nazanin Nezami, Abolfazl Asudeh