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cs.AI2025
Practical, Utilitarian Algorithm Configuration
Devon Graham, Eros Rojas Velez, Kevin Leyton-Brown
Utilitarian algorithm configuration identifies a parameter setting for a given algorithm that maximizes a user's utility. Utility functions offer a theoretically well-grounded appr…
cs.AI2024
Utilitarian Algorithm Configuration for Infinite Parameter Spaces
Devon Graham, Kevin Leyton-Brown
Utilitarian algorithm configuration is a general-purpose technique for automatically searching the parameter space of a given algorithm to optimize its performance, as measured by…