| May 08, 2026 | New preprint available: “TopoFisher: Learning Topological Summary Statistics by Maximizing Fisher Information” on arXiv:2605.07720. |
| Mar 20, 2026 | On 20th March Enrico got his Master’s degree in Mathematics for Data Science at the Università di Trento, with a thesis on “Topological Multi-Parameter Filtration Learning: An Application to Medical Image Classification”. |
| Mar 13, 2026 | On 13 March, Karthik successfully defended his PhD thesis in Physics, titled “From Language Models to Cosmic Structures: A Geometric Perspective.” |
| Mar 05, 2026 | Excited to share our new preprint, “Zigzag Persistence of Neural Responses to Time-Varying Stimuli,” now on arXiv:2603.03037. The paper has been accepted in the proceedings of the Workshop of Geometry, Topology and Machine Learning (GTML 2025). |
| Nov 13, 2025 | Workshop on Geometry, Topology and Machine Learning |
| May 01, 2025 | Our paper “Persistent Topological Features in Large Language Models” has been accepted at ICML 2025! |
| Jan 22, 2025 | New preprint available: “The Geometry of Tokens in Internal Representations of Large Language Models” on arXiv:2501.10573 |