Alexander Mafusalov

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 7

Top Topics

Perceptron Algorithm

Support Vectors

Robust Optimization

Chance Constrained

Top Venues

Eur. J. Oper. Res.

J. Mach. Learn. Res.

Publications

Bogdan Grechuk, Michael Zabarankin, Alexander Mafusalov, Stan Uryasev
Buffered and Reduced Multidimensional Distribution Functions and Their Application in Optimization. Optim. Lett. 18 (2) (2024)
Alexander Mafusalov, Stan Uryasev
Buffered Probability of Exceedance: Mathematical Properties and Optimization. SIAM J. Optim. 28 (2) (2018)
Alexander Mafusalov, Alexander Shapiro, Stan Uryasev
Estimation and asymptotics for buffered probability of exceedance. Eur. J. Oper. Res. 270 (3) (2018)
Matthew Norton, Alexander Mafusalov, Stan Uryasev
Cardinality of Upper Average and Its Application to Network Optimization. SIAM J. Optim. 28 (2) (2018)
Matthew Norton, Alexander Mafusalov, Stan Uryasev
Soft Margin Support Vector Classification as Buffered Probability Minimization. J. Mach. Learn. Res. 18 (2017)
Matthew Norton, Akiko Takeda, Alexander Mafusalov
Optimistic Robust Optimization With Applications To Machine Learning. CoRR (2017)
Alexander Mafusalov, Stan Uryasev
CVaR (superquantile) norm: Stochastic case. Eur. J. Oper. Res. 249 (1) (2016)