Kiarash Mohammadi

According to our database, Kiarash Mohammadi authored at least 6 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces.

Ahmad-Reza Ehyaei, Kiarash Mohammadi, Amir-Hossein Karimi, Samira Samadi, Golnoosh Farnadi

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

FETA: Fairness Enforced Verifying, Training, and Predicting Algorithms for Neural Networks.

Kiarash Mohammadi, Aishwarya Sivaraman, Golnoosh Farnadi

Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms, 2023

Ranking Regularization for Critical Rare Classes: Minimizing False Positives at a High True Positive Rate.

Kiarash Mohammadi, He Zhao, Mengyao Zhai, Frederick Tung

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2021

Scaling Guarantees for Nearest Counterfactual Explanations.

Kiarash Mohammadi, Amir-Hossein Karimi, Gilles Barthe, Isabel Valera

Proceedings of the AIES '21: AAAI/ACM Conference on AI, 2021

2020

Faster Algorithms for Quantitative Analysis of Markov Chains and Markov Decision Processes with Small Treewidth.

Ali Asadi, Krishnendu Chatterjee, Amir Kafshdar Goharshady, Kiarash Mohammadi, Andreas Pavlogiannis

CoRR, 2020

Faster Algorithms for Quantitative Analysis of MCs and MDPs with Small Treewidth.

Ali Asadi, Krishnendu Chatterjee, Amir Kafshdar Goharshady, Kiarash Mohammadi, Andreas Pavlogiannis

Proceedings of the Automated Technology for Verification and Analysis, 2020