2 papers
stat.ML2025
Smoothing-Based Conformal Prediction for Balancing Efficiency and Interpretability
Mingyi Zheng, Hongyu Jiang, Yizhou Lu +1
Conformal Prediction (CP) is a distribution-free framework for constructing statistically rigorous prediction sets. While popular variants such as CD-split improve CP's efficiency,…
cs.SD2025
Benchmarking Sub-Genre Classification For Mainstage Dance Music
Hongzhi Shu, Xinglin Li, Hongyu Jiang +2
Music classification, a cornerstone of music information retrieval, supports a wide array of applications. To address the lack of comprehensive datasets and effective methods for s…