Large-Margin Hyperdimensional Computing: A Learning-Theoretical Perspective

Nikita Zeulin, Olga Galinina, Ravikumar Balakrishnan +2

Overparameterized machine learning (ML) methods such as neural networks may be prohibitively resource intensive for devices with limited computational capabilities. Hyperdimensiona…