🏢 School of Statistics and Management, Shanghai University of Finance and Economics
On the Target-kernel Alignment: a Unified Analysis with Kernel Complexity
·2457 words·12 mins·
loading
·
loading
Machine Learning
Deep Learning
🏢 School of Statistics and Management, Shanghai University of Finance and Economics
Truncated kernel methods consistently outperform standard methods by eliminating the saturation effect, offering faster learning rates and enhanced theoretical guarantees.