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Kiarash Mohammadi
Kiarash Mohammadi
ServiceNow Research
mila.quebec üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
Scaling Guarantees for Nearest Counterfactual Explanations
K Mohammadi, AH Karimi, G Barthe, I Valera
Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 177-187, 2021
502021
Faster algorithms for quantitative analysis of MCs and MDPs with small treewidth
A Asadi, K Chatterjee, AK Goharshady, K Mohammadi, A Pavlogiannis
International Symposium on Automated Technology for Verification and …, 2020
192020
FETA: Fairness enforced verifying, training, and predicting algorithms for neural networks
K Mohammadi, A Sivaraman, G Farnadi
arXiv preprint arXiv:2206.00553, 2022
72022
Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces
AR Ehyaei, K Mohammadi, AH Karimi, S Samadi, G Farnadi
AAAI 2024, 2023
42023
FETA: Fairness enforced verifying, training, and predicting algorithms for neural networks
K Mohammadi, A Sivaraman, G Farnadi
Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms …, 2023
32023
Ranking-based training of classification model for use with critical rare cases
K Mohammadi, H Zhao, Z Mengyao, T Frederick
US Patent App. 18/382,238, 2024
2024
Ranking Regularization for Critical Rare Classes: Minimizing False Positives at a High True Positive Rate
K Mohammadi, H Zhao, M Zhai, F Tung
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
2023
Post-processing Counterexample-guided Fairness Guarantees in Neural Networks
K Mohammadi, A Sivaraman, G Farnadi
Combining Learning and Reasoning: Programming Languages, Formalisms, and …, 2022
2022
Faster Algorithms for Quantitative Analysis of MCs and MDPs with Small
A Asadi¹, K Chatterjee, AK Goharshady, K Mohammadi, A Pavlogiannis
Automated Technology for Verification and Analysis: 18th International …, 2020
2020
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