Mutual information and task-relevant latent dimensionality. - Paarth Gulati; Eslam Abdelaleem; Audrey J. Sederberg; Ilya Nemenman (CoRR, 2026)

Information bottleneck for learning the phase space of dynamics from high-dimensional experimental data. - K. Michael Martini; Eslam Abdelaleem; Paarth Gulati; Ilya Nemenman (CoRR, 2026)