An introduction to Kolmogorov–Arnold Networks
组织者
演讲者
余泓谕
时间
2024年05月08日 15:30 至 16:00
地点
理科楼A-304
摘要
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.