$TCP_α$: Margin-Controlled Confidence estimation for reliable Music Information Retrieval
By Parampreet Singh · Paper · eess.AS
Deep neural networks are often overconfident, assigning high confidence even to incorrect predictions. Consequently, users lack a reliable signal for deciding when a prediction can be trusted. Post-hoc confidence estimation addresses this by training a lightweight auxiliary head