Gunnar Carlsson

Im­prov­ing CNNs with Klein Net­works: A Topolog­i­cal Ap­proach to AI

From Loops to Klein Bot­tles: Un­cov­er­ing Hid­den Topol­ogy in High Di­men­sional Data

Geom­e­try of Fea­tures in Mechanis­tic Interpretability

Topolog­i­cal Data Anal­y­sis and Mechanis­tic Interpretability