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Rizal Fathony
Rizal Fathony
Geverifieerd e-mailadres voor cs.cmu.edu - Homepage
Titel
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Fairness for robust log loss classification
A Rezaei, R Fathony, O Memarrast, B Ziebart
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 5511-5518, 2020
382020
Adversarial multiclass classification: A risk minimization perspective
R Fathony, A Liu, K Asif, B Ziebart
Advances in Neural Information Processing Systems 29, 2016
322016
Multiplicative Filter Networks
R Fathony, AK Sahu, D Willmott, JZ Kolter
International Conference on Learning Representations, 2021
222021
Adversarial surrogate losses for ordinal regression
R Fathony, MA Bashiri, B Ziebart
Advances in Neural Information Processing Systems 30, 2017
222017
Distributionally robust graphical models
R Fathony, A Rezaei, MA Bashiri, X Zhang, BD Ziebart
Advances in Neural Information Processing Systems, 2018
182018
Efficient and consistent adversarial bipartite matching
R Fathony, S Behpour, X Zhang, B Ziebart
International Conference on Machine Learning, 1457-1466, 2018
132018
AP-perf: Incorporating generic performance metrics in differentiable learning
R Fathony, Z Kolter
International Conference on Artificial Intelligence and Statistics, 4130-4140, 2020
82020
Consistent robust adversarial prediction for general multiclass classification
R Fathony, K Asif, A Liu, MA Bashiri, W Xing, S Behpour, X Zhang, ...
arXiv preprint arXiv:1812.07526, 2018
82018
Fair logistic regression: An adversarial perspective
A Rezaei, R Fathony, O Memarrast, BD Ziebart
62019
Discrete Wasserstein Generative Adversarial Networks (DWGAN)
R Fathony, N Goela
22018
Fairness for Robust Learning to Rank
O Memarrast, A Rezaei, R Fathony, B Ziebart
arXiv preprint arXiv:2112.06288, 2021
12021
Performance-Aligned Learning Algorithms with Statistical Guarantees
RZA Fathony
University of Illinois at Chicago, 2019
12019
Kernel robust bias-aware prediction under covariate shift
A Liu, R Fathony, BD Ziebart
arXiv preprint arXiv:1712.10050, 2017
12017
Statistika dan Machine Learning: Satu Ilmu Dua Wajah
R Fathony
Chicago: University of Illinois Chicago, 2015
12015
Multiplicative Filter Network
D Willmott, AK Sahu, R Fathony, FC Condessa, JZ Kolter
US Patent App. 17/034,496, 2022
2022
Device and method for training a classifier
R Fathony, F Schmidt, JZ Kolter
US Patent App. 16/950,396, 2021
2021
Statistika↔ Machine Learning
RZA Fathony
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Artikelen 1–17