2 papers
cs.NE2022
Budgeted Classification with Rejection: An Evolutionary Method with Multiple Objectives
Nolan H. Hamilton, Errin Fulp
Classification systems are often deployed in resource-constrained settings where labels must be assigned to inputs on a budget of time, memory, etc. Budgeted, sequential classifier…
cs.NE2021
Evolutionary Optimization of High-Coverage Budgeted Classifiers
Nolan H. Hamilton, Errin W. Fulp
Classifiers are often utilized in time-constrained settings where labels must be assigned to inputs quickly. To address these scenarios, budgeted multi-stage classifiers (MSC) proc…