Hopkins-Kane-Lovett-Mahajan

New algorithm learns halfspaces without synthetic data

Researchers have developed a new algorithm for learning halfspaces without relying on synthetic data, addressing a long-standing challenge in computational geometry. The algorithm achieves tight bounds of $\Theta(D + \l…