Kiarash Mohammadi

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Markov Decision Process

True Positive Rate

Neural Network Training

Quantitative Analysis

Top Venues

Publications

Ahmad-Reza Ehyaei, Kiarash Mohammadi, Amir-Hossein Karimi, Samira Samadi, Golnoosh Farnadi
Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces. AAAI (2024)
Kiarash Mohammadi, He Zhao, Mengyao Zhai, Frederick Tung
Ranking Regularization for Critical Rare Classes: Minimizing False Positives at a High True Positive Rate. CVPR (2023)
Ahmad-Reza Ehyaei, Kiarash Mohammadi, Amir-Hossein Karimi, Samira Samadi, Golnoosh Farnadi
Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces. CoRR (2023)
Kiarash Mohammadi, Aishwarya Sivaraman, Golnoosh Farnadi
FETA: Fairness Enforced Verifying, Training, and Predicting Algorithms for Neural Networks. EAAMO (2023)
Kiarash Mohammadi, Aishwarya Sivaraman, Golnoosh Farnadi
FETA: Fairness Enforced Verifying, Training, and Predicting Algorithms for Neural Networks. CoRR (2022)
Kiarash Mohammadi, Amir-Hossein Karimi, Gilles Barthe, Isabel Valera
Scaling Guarantees for Nearest Counterfactual Explanations. AIES (2021)
Kiarash Mohammadi, Amir-Hossein Karimi, Gilles Barthe, Isabel Valera
Scaling Guarantees for Nearest Counterfactual Explanations. CoRR (2020)
Ali Asadi, Krishnendu Chatterjee, Amir Kafshdar Goharshady, Kiarash Mohammadi, Andreas Pavlogiannis
Faster Algorithms for Quantitative Analysis of Markov Chains and Markov Decision Processes with Small Treewidth. CoRR (2020)
Ali Asadi, Krishnendu Chatterjee, Amir Kafshdar Goharshady, Kiarash Mohammadi, Andreas Pavlogiannis
Faster Algorithms for Quantitative Analysis of MCs and MDPs with Small Treewidth. ATVA (2020)