| Adversarial surrogate losses for ordinal regression R Fathony, MA Bashiri, B Ziebart Advances in Neural Information Processing Systems 30, 2017 | 31 | 2017 |
| Decomposition-invariant conditional gradient for general polytopes with line search MA Bashiri, X Zhang Advances in neural information processing systems 30, 2017 | 30 | 2017 |
| Distributionally robust graphical models R Fathony, A Rezaei, MA Bashiri, X Zhang, B Ziebart Advances in Neural Information Processing Systems 31, 2018 | 26 | 2018 |
| A distributed density estimation algorithm and its application to naive Bayes classification A Khajenezhad, MA Bashiri, H Beigy Applied Soft Computing 98, 106837, 2021 | 23 | 2021 |
| 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 | 11 | 2018 |
| Distributionally robust imitation learning MA Bashiri, B Ziebart, X Zhang Advances in neural information processing systems 34, 24404-24417, 2021 | 7 | 2021 |
| Learning a metric when clustering data points in the presence of constraints AA Abin, MA Bashiri, H Beigy Advances in Data Analysis and Classification 14, 29-56, 2020 | 6 | 2020 |
| Imitation Learning Under Suboptimal Demonstrations MA Bashiri University of Illinois at Chicago, 2022 | | 2022 |
