Pelleriti, Nico

Kontakt

Position

Personal

Raum

Flexdesk

E-Mail

Publikationen

2026

AlphaDiana: A Measurement System for Agents in Verifiable Reasoning Tasks 2026 Zhanke Zhou, Zongze Li, Weikai Huang, Xuan Li, Chentao Cao, Xiao Feng, Xiangyu Lu, Jinbo Hu, Yi Xie, Nico Pelleriti, Shiyang Liu, Menghan Lu, Max Zimmer, Brando Miranda, Jiangchao Yao, Bo Liu, Sanmi Koyejo, Sebastian Pokutta, Bo Han BibTeX
arXiv

CryptHarness: A Harness for Agent-Assisted Cryptanalytic Research 2026 Nico Pelleriti, Nicolai Kraus, Alexander May, Sebastian Pokutta BibTeX

Learning the Coefficients of the Standard Volatility Forecaster 2026 Ulysse Petit-Tichanné, Nico Pelleriti, Max Zimmer, Sebastian Pokutta BibTeX

Neural Sum-of-Squares: Certifying the Nonnegativity of Polynomials with Transformers International Conference on Learning Representations 2026, 2026 Nico Pelleriti, Christoph Spiegel, Shiwei Liu, David Martínez-Rubio, Max Zimmer, Sebastian Pokutta BibTeX
arXiv

Optimal Gradient-Norm Minimization in Non-Euclidean Hölder-Smooth Convex Optimization 2026 Nico Pelleriti, Maryam Shiran, David Martínez-Rubio, Max Zimmer, Sebastian Pokutta BibTeX
arXiv

The Agentic Researcher: A Practical Guide to AI-Assisted Research in Mathematics and Machine Learning 2026 Max Zimmer, Nico Pelleriti, Christophe Roux, Sebastian Pokutta BibTeX
arXiv

What Do Evolutionary Coding Agents Evolve? 2026 Nico Pelleriti, Sree Harsha Nelaturu, Zhanke Zhou, Zongze Li, Max Zimmer, Bo Han, Sebastian Pokutta BibTeX
arXiv

When Does LLM Orchestration Pay Off? A Controlled Evaluation of Accuracy, Cost, and Task Difficulty 2026 Nicolas Leins, Nico Pelleriti, Jana Gonnermann-Müller, Sebastian Pokutta BibTeX
arXiv

When Does Sparsity Mitigate the Curse of Depth in LLMs Proceedings of the 43rd International Conference on Machine Learning, Vol.306, Proceedings of Machine Learning Research, 2026 Dilxat Muhtar, Xinyuan Song, Sebastian Pokutta, Max Zimmer, Nico Pelleriti, Thomas Hofmann, Shiwei Liu BibTeX
arXiv

Zero: A Meta-Agent for Mathematical Research 2026 Nico Pelleriti, Konrad Mundinger, Max Zimmer, Sebastian Pokutta BibTeX

2025

Approximating Latent Manifolds in Neural Networks via Vanishing Ideals Proceedings of the 42nd International Conference on Machine Learning, pp. 48734-48761, Vol.267, Proceedings of Machine Learning Research, 2025 Nico Pelleriti, Max Zimmer, Elias Wirth, Sebastian Pokutta BibTeX
arXiv

Computational Algebra with Attention: Transformer Oracles for Border Basis Algorithms Advances in Neural Information Processing Systems, pp. 10434-10476, Vol.38, 2025 Hiroshi Kera, Nico Pelleriti, Yuki Ishihara, Max Zimmer, Sebastian Pokutta BibTeX
DOI
arXiv