SOCKET: SOft Collison Kernel EsTimator for Sparse Attention. - Sahil Joshi; Agniva Chowdhury; Wyatt Bellinger; Amar Kanakamedala; Ekam Singh; Hoang Anh Duy Le; Aditya Desai; Anshumali Shrivastava (CoRR, 2026)