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Stochastic first-order methods for convex and nonconvex functional constrained optimization |
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| Authors: | Boob Digvijay Deng Qi Lan Guanghui |
| Affiliation: | 1.Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, USA ;2.School of Information Management and Engineering, Shanghai University of Finance and Economics, Shanghai, China ; |
| Abstract: | Mathematical Programming - Functional constrained optimization is becoming more and more important in machine learning and operations research. Such problems have potential applications in... |
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