Agentic AI in Mathematics

Talks and posters

Conference and workshop talks

Poster presentations

Publications and preprints

Preprints

1. Pokutta, S. (2025). Scalable DC Optimization via Adaptive Frank-Wolfe Algorithms. [arXiv]
   [BibTeX]

   @misc{2025_Pokutta_DcoptimizationFrankwolfe_2507-17545,
     archiveprefix = {arXiv},
     eprint = {2507.17545},
     arxiv = {arXiv:2507.17545},
     primaryclass = {math.OC},
     author = {Pokutta, Sebastian},
     title = {Scalable DC Optimization via Adaptive Frank-Wolfe Algorithms},
     date = {2025-07-23}
   }

2. Kaibel, V., and Pokutta, S. (2026). A Counterexample to Ziegler’s Cross-Polytope Conjecture for Simplicial 0/1-Polytopes. [arXiv]
   [BibTeX]

   @misc{2026_KaibelPokutta_Counterexampleziegler_2606-31640,
     archiveprefix = {arXiv},
     eprint = {2606.31640},
     arxiv = {arXiv:2606.31640},
     primaryclass = {math.CO},
     author = {Kaibel, Volker and Pokutta, Sebastian},
     title = {A Counterexample to Ziegler's Cross-Polytope Conjecture for Simplicial 0/1-Polytopes},
     date = {2026-06-30}
   }

3. Pokutta, S. (2026). Symmetric Extension Complexity of the Spanning Tree Polytope. [arXiv]
   [BibTeX]

   @misc{2026_Pokutta_Symmetricextensioncomplexity_2606-17017,
     archiveprefix = {arXiv},
     eprint = {2606.17017},
     arxiv = {arXiv:2606.17017},
     primaryclass = {math.CO},
     author = {Pokutta, Sebastian},
     title = {Symmetric Extension Complexity of the Spanning Tree Polytope},
     date = {2026-06-15}
   }

4. Xu, L., Zhou, Y., and Pokutta, S. (2026). Agentic MIP Research: Accelerated Constraint Handler Generation. [arXiv]
   [BibTeX]

   @misc{2026_XuZhouPokutta_Agenticmip_2605-09186,
     archiveprefix = {arXiv},
     eprint = {2605.09186},
     arxiv = {arXiv:2605.09186},
     primaryclass = {cs.AI},
     author = {Xu, Liding and Zhou, Yugeng and Pokutta, Sebastian},
     title = {Agentic MIP Research: Accelerated Constraint Handler Generation},
     date = {2026-05-09}
   }

5. Zimmer, M., Pelleriti, N., Roux, C., and Pokutta, S. (2026). The Agentic Researcher: A Practical Guide to AI-Assisted Research in Mathematics and Machine Learning. [arXiv]
   [BibTeX]

   @misc{2026_ZimmerPelleritiRouxPokutta_Airesearchframework_2603-15914,
     archiveprefix = {arXiv},
     eprint = {2603.15914},
     arxiv = {arXiv:2603.15914},
     primaryclass = {cs.LG},
     author = {Zimmer, Max and Pelleriti, Nico and Roux, Christophe and Pokutta, Sebastian},
     title = {The Agentic Researcher: A Practical Guide to AI-Assisted Research in Mathematics and Machine Learning},
     date = {2026-03-16}
   }

Conference proceedings

1. Pelleriti, N., Nelaturu, S. H., Zhou, Z., Li, Z., Zimmer, M., Han, B., and Pokutta, S. (2026). What Do Evolutionary Coding Agents Evolve? Proceedings of the NeurIPS 2026 Workshop on Self-Evolving Diversity-Driven Search for Robust AI Systems. [arXiv]
   [BibTeX]

   @inproceedings{2026_PelleritiEtAl_Evotrace_2605-20086,
     year = {2026},
     booktitle = {Proceedings of the NeurIPS 2026 Workshop on Self-Evolving Diversity-Driven Search for Robust AI Systems},
     archiveprefix = {arXiv},
     eprint = {2605.20086},
     arxiv = {arXiv:2605.20086},
     primaryclass = {cs.NE},
     author = {Pelleriti, Nico and Nelaturu, Sree Harsha and Zhou, Zhanke and Li, Zongze and Zimmer, Max and Han, Bo and Pokutta, Sebastian},
     title = {What Do Evolutionary Coding Agents Evolve?}
   }

2. Pokutta, S. (2026). Frank-Wolfe Beyond 1/t Convergence. Proceedings of the Conference on Neural Information Processing Systems. [arXiv]
   [BibTeX]

   @inproceedings{2026_Pokutta_Localdualsharpness_2604-28006,
     year = {2026},
     booktitle = {Proceedings of the Conference on Neural Information Processing Systems},
     archiveprefix = {arXiv},
     eprint = {2604.28006},
     arxiv = {arXiv:2604.28006},
     primaryclass = {math.OC},
     author = {Pokutta, Sebastian},
     title = {Frank-Wolfe Beyond 1/t Convergence}
   }