Theodore Glavas

Is the acquisition worth the cost? Surrogate losses for Consistent Two-stage Classifiers

Recent years have witnessed the emergence of a spectrum of foundation models, covering a broad range of capabilities and costs. Often, we effectively use foundation models as feature generators and train classifiers that use the outputs of these models to make decisions. In this paper, we consider a…