Control Flow Operators in PyTorch
Yidi Wu, Thomas Bohnstingl, et al.
ICML 2025
In an industrial manufacturing process engineers deal with decision-making problems, facing multiple conflicting operational and business objectives. We create a multiple-step optimization process to resolve the uncertainty of selecting proper objectives and their preferences, and address shortcomings of a typical linear weighted approach. Each step has one objective with a KPI with a clear semantic meaning, and its solution then transformed into a business constraint. The process allows to incorporate a feedback from a user and improve interpretability.
Yidi Wu, Thomas Bohnstingl, et al.
ICML 2025
Gosia Lazuka, Andreea Simona Anghel, et al.
SC 2024
Natalia Martinez Gil, Dhaval Patel, et al.
UAI 2024
Shubhi Asthana, Pawan Chowdhary, et al.
INFORMS 2020