2025
Algorithms with Calibrated Machine Learning Predictions
ICML 2025spotlight
The field of *algorithms with predictions* incorporates machine learning advice in the design of online algorithms to improve real-world performance. A central consideration is the extent to which predictions can be trusted—while existing approaches often require users to specify an aggregate trust…