| Calculating CVaR and bPOE for common probability distributions with application to portfolio optimization and density estimation M Norton, V Khokhlov, S Uryasev Annals of Operations Research, 1-35, 2019 | 69 | 2019 |
| Maximization of auc and buffered auc in binary classification M Norton, S Uryasev Mathematical Programming, 1-38, 2016 | 63* | 2016 |
| Generalized Batch Normalization: Towards Accelerating Deep Neural Networks X Yuan, Z Feng, M Norton, X Li Proceedings of the AAAI Conference on Artificial Intelligence 33, 1682-1689, 2019 | 33 | 2019 |
| Soft margin support vector classification as buffered probability minimization M Norton, A Mafusalov, S Uryasev The Journal of Machine Learning Research 18 (1), 2285-2327, 2017 | 24 | 2017 |
| Diametrical Risk Minimization: theory and computations MD Norton, JO Royset Machine Learning, 1-19, 2021 | 20 | 2021 |
| Certifiable risk-based engineering design optimization A Chaudhuri, B Kramer, M Norton, JO Royset, K Willcox AIAA Journal, 1-15, 2021 | 19 | 2021 |
| Cardinality of upper average and its application to network optimization M Norton, A Mafusalov, S Uryasev SIAM Journal on Optimization 28 (2), 1726-1750, 2018 | 11 | 2018 |
| Optimistic Robust Optimization With Applications To Machine Learning M Norton, A Takeda, A Mafusalov arXiv preprint arXiv:1711.07511, 2017 | 11 | 2017 |
| Risk-Based Design Optimization Via Probability of Failure, Conditional Value-at-Risk, and Buffered Probability of Failure A Chaudhuri, M Norton, B Kramer AIAA Scitech 2020 Forum, 2130, 2020 | 9 | 2020 |
| Error Control and Neyman-Pearson Classification With Buffered Probability and Support Vectors M Norton, S Uryasev | 3 | 2017 |
| DC Pulsed Load Transient Classification Using Long Short-Term Memory Recurrent Neural Networks D Oslebo, K Corzine, T Weatherford, A Maqsood, M Norton 2019 13th International Conference on Signal Processing and Communication …, 2019 | 2 | 2019 |
| Assessing Risk of Exceedance Events with Buffered Probability of Exceedance and Superquantiles M Norton 13th International Conference on Applications of Statistics and Probability …, 2019 | 1 | 2019 |
| A general model of resource production and exchange in systems of interdependent specialists. SH Conrad, PD Finley, WE Beyeler, TJ Brown, P Breen, M Kuypers, ... Sandia National Laboratories (SNL), Albuquerque, NM, and Livermore, CA …, 2011 | | 2011 |
| Buffered Probability Minimization: A New Interpretation of Robust and Regularized Support Vector Machines M Norton, A Mafusalov, S Uryasev | | |
Stan UryasevProfessor, Stony Brook UniversityBestätigte E-Mail-Adresse bei stonybrook.edu
