Shahverdi, Vahid

3 publications

ICLR 2026 Learning on a Razor’s Edge: Identifiability and Singularity of Polynomial Neural Networks Vahid Shahverdi, Giovanni Luca Marchetti, Kathlén Kohn

AISTATS 2025 On the Geometry and Optimization of Polynomial Convolutional Networks Vahid Shahverdi, Giovanni Luca Marchetti, Kathlén Kohn

ICML 2025 Position: Algebra Unveils Deep Learning - An Invitation to Neuroalgebraic Geometry Giovanni Luca Marchetti, Vahid Shahverdi, Stefano Mereta, Matthew Trager, Kathlén Kohn