IE Seminar: “Integrating Stochastic Optimization and Machine Learning Using Residuals”, Güzin Bayraksan, 10:00AM June 3 2025 (EN)

IE Seminar: “Integrating Stochastic Optimization and Machine Learning Using Residuals”, Güzin Bayraksan, 10:00AM June 3 2025 (EN)

Speaker: Prof. Dr. Güzin Bayraksan (Ohio State University) Title: Integrating Stochastic Optimization and Machine Learning Using Residuals Date: June 3,2025 Time: 10:00 Place: EA409 We present data-driven approaches that integrate machine learning with stochastic optimization by using residuals from the learning models. Given a new covariate/contextual observation, the goal is to choose a decision that minimizes the expected objective function c…