Michael Mandel

Estimating Shapley Values of Training Utterances for Automatic Speech Recognition Models

2023

Data Valuation in machine learning is concerned with quantifying the relative contribution of a training example to a model’s performance. Quantifying the importance of training examples is useful for identifying high and low quality data …