Kucukyavuz, Simge

1. An Exact Method for Constrained Maximization of the Conditional Value-at-Risk of a Class of Stochastic Submodular Functions
   2019/03/20 by Hao-Hsiang Wu, Si̇mge Küçükyavuz, Wu, Hao-Hsiang +1 · 1 citation
   Computer Science · Decision Sciences · #Complexity and Algorithms in Graphs #FOS: Mathematics #Optimization and Control (math.OC) #Probabilistic and Robust Engineering Design #Risk and Portfolio Optimization
2. Consistent Second-Order Conic Integer Programming for Learning Bayesian Networks
   2020/05/29 by Kucukyavuz, Simge, Shojaie, Ali, Manzour, Hasan +2 · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
3. A Polyhedral Approach to Bisubmodular Function Minimization
   2020/03/12 by Yu, Qimeng, Kucukyavuz, Simge · 1 citation
   #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)
4. Ideal formulations for constrained convex optimization problems with indicator variables
   2020/06/30 by Linchuan Wei, Wei, Linchuan, Andrés Gómez +3 · 1 citation
   Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference