Runhao Shi

Adaptive Passive-Aggressive Framework for Online Regression with Side Information

The Passive-Aggressive (PA) method is widely used in online regression problems for handling large-scale streaming data, typically updating model parameters in a passive-aggressive manner based on whether the error exceeds a predefined threshold. However, this approach struggles with determining opt…