Seonho Park

1. Self-Supervised Primal-Dual Learning for Constrained Optimization
   2022/08/18 by Seonho Park, Park, Seonho, Pascal Van Hentenryck +1 · 12 citations
   Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Data Classification #Optimization and Control (math.OC) #Reservoir Engineering and Simulation Methods
2. Confidence-Aware Graph Neural Networks for Learning Reliability Assessment Commitments
   2022/11/28 by Seonho Park, Park, Seonho, Wenbo Chen +7 · 2 citations
   Engineering · #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimal Power Flow Distribution #Optimization and Control (math.OC) #Power System Reliability and Maintenance
3. Combining Stochastic Adaptive Cubic Regularization with Negative\n Curvature for Nonconvex Optimization
   2019/06/26 by Seonho Park, Park, Seonho, Seung Hyun Jung +3 · 1 citation
   Computer Science · 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 #Stochastic Gradient Optimization Techniques
4. Self-Supervised Learning for Large-Scale Preventive Security Constrained DC Optimal Power Flow
   2023/11/29 by Seonho Park, Park, Seonho, Pascal Van Hentenryck +1 · 1 citation
   Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimal Power Flow Distribution #Optimization and Control (math.OC) #Power System Optimization and Stability #Power System Reliability and Maintenance