BIMSA > Seminar on Control Theory and Nonlinear Filtering An introduction to Kolmogorov–Arnold Networks
An introduction to Kolmogorov–Arnold Networks
Organizer
Shing Toung Yau
Speaker
Hongyu Yu
Time
Wednesday, May 8, 2024 3:30 PM - 4:00 PM
Venue
理科楼A-304
Abstract
In this seminar, we will introduce Kolmogorov-Arnold Networks (KANs). These are a type of network based on the renowned Kolmogorov-Arnold representation theorem, designed to replace the commonly used Multi-Layer Perceptrons (MLPs). We will demonstrate that KANs outperform MLPs in terms of accuracy and interpretability.