2 papers
cs.LG2026
Optimal Spatio-Temporal Decoupling for Bayesian Conformal Prediction
Yu-Hsueh Fang, Chia-Yen Lee
Online conformal prediction must balance fast adaptation to distribution shift against stable coverage: feedback-driven methods react quickly but become volatile, while strongly di…
cs.LG2024
Predictability Analysis of Regression Problems via Conditional Entropy Estimations
Yu-Hsueh Fang, Chia-Yen Lee
In the field of machine learning, regression problems are pivotal due to their ability to predict continuous outcomes. Traditional error metrics like mean squared error, mean absol…