2 papers
cs.LG2026
Finite-Lag Operator Geometry of Recurrent Representations
Kanishka Reddy
Recurrent representations are trajectories, but representation geometry is often measured from static snapshots. We develop finite-lag operator geometry for recurrent hidden states…
cs.LG2026
Diffusion Operator Geometry of Feedforward Representations
Kanishka Reddy
Feedforward neural networks transform data through learned representations whose geometry shapes how classes separate and relate across successive layers. We study that geometry th…