Perakis, Georgia
- Data Analytics in Operations Management: A Review
2019/05/02 by Mišić, Velibor V., Perakis, Georgia · 3 citations
#FOS: Economics and business #General Economics (econ.GN)
- Optimizing Objective Functions from Trained ReLU Neural Networks via Sampling
2022/05/27 by Georgia Perakis, Asterios Tsiourvas, Perakis, Georgia +1 · 3 citations
Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and ELM #Optimization and Control (math.OC)
- Tight Mixed-Integer Optimization Formulations for Prescriptive Trees
2023/02/28 by Max W. Biggs, Georgia Perakis, Biggs, Max +1 · 1 citation
Computer Science · Mathematics · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Data Classification #Optimization and Control (math.OC) #Statistical Methods and Inference