Learning Expressive Random Feature Models via Parametrized Activations

Zailin Ma, Jiansheng Yang, Yaodong Yang

The random feature (RF) method is a powerful kernel approximation technique, but it typically uses fixed activation functions, limiting its adaptability across diverse tasks. To ov…