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Peter Frazier - "Bayesian Preference Exploration: Making Optimization Accessible to Non-Experts"
Автор: UWMadison SILO Seminar
Загружено: 2025-11-20
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Time: Wednesday, Nov 19, 12:30-1:30 pm
Speaker: Peter Frazier (Cornell University)
Abstract: Optimization problems are everywhere --- routing trucks, buying groceries, building a datacenter. Yet optimization methodology is hard to use. It requires the user to write down their objective and constraints as mathematical functions. In practice, the objective and constraints are unknown and must be tuned iteratively. An expert presents possible solutions to the decision-makers, they provide feedback, and the expert tunes the objective and constraints. The time and expertise required limits adoption of optimization.
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