Pelleriti, Nico

3 publications

ICLR 2026 Neural Sum-of-Squares: Certifying the Nonnegativity of Polynomials with Transformers Nico Pelleriti, Christoph Spiegel, Shiwei Liu, David Martínez-Rubio, Max Zimmer, Sebastian Pokutta

ICML 2025 Approximating Latent Manifolds in Neural Networks via Vanishing Ideals Nico Pelleriti, Max Zimmer, Elias Samuel Wirth, Sebastian Pokutta

NeurIPS 2025 Computational Algebra with Attention: Transformer Oracles for Border Basis Algorithms Hiroshi Kera, Nico Pelleriti, Yuki Ishihara, Max Zimmer, Sebastian Pokutta