The article details the launch of the BirdCLEF+ 2025 competition, aiming to create a classification model for identifying bird species from audio, expanding beyond existing classifiers.
Stochastic gradient (SG) methods have become essential in handling large datasets, providing efficient gradient estimates using subsamples, thus improving scalability for Bayesian inference.