Provable Benefits of Complex Parameterizations for Structured State Space Models. - Yuval Ran-Milo; Eden Lumbroso; Edo Cohen-Karlik; Raja Giryes; Amir Globerson; Nadav Cohen 001 (NeurIPS, 2024)

Mamba Knockout for Unraveling Factual Information Flow. - Nir Endy; Idan Daniel Grosbard; Yuval Ran-Milo; Yonatan Slutzky; Itay Tshuva; Raja Giryes (ACL (1), 2025)

Do Neural Networks Need Gradient Descent to Generalize? A Theoretical Study. - Yotam Alexander; Yonatan Slutzky; Yuval Ran-Milo; Nadav Cohen 001 (CoRR, 2025)