new preprint "A Comunication Framework for Compositional Generation" (with R. Elberg and D. Parra) https://arxiv.org/abs/2501.19182
Accepted as Oral presentation at AISTATS2025: "Symmetry-Based Structured Matrices for Efficient Approximately Equivariant Networks" (with A. Samudre, B. Nord, S. Trivedi) https://arxiv.org/abs/2409.11772
Accepted in SIAM Journal on Math. Analysis: "Optimal Quantization with Branched Optimal Transport distances" (with P. Pegon) arxiv.org/pdf/2309.08677.pdf
Accepted in M3AS "Clearing-out of dipoles for minimisers of 2-dimensional discrete energies with topological singularities" (with A. Garroni and E. Spadaro) https://arxiv.org/abs/2408.02136
NeurIPS 2024 paper: " Fisher Flow Matching for Generative Modeling over Discrete Data" (with O. Davis, J. Bose, S. Kessler, I. Ceylan, M. Bronstein) https://arxiv.org/abs/2405.14664
Oral contribution at AAAI24 "A Class of Topological Pseudodistances for Fast Comparison of Persistence Diagrams" (with R. Kindelan, N. Hirschfeld, M. Cerda) https://arxiv.org/abs/2402.14489
Preprint "Position Paper: Generalized grammar rules and structure-based generalization beyond classical equivariance for lexical tasks and transduction" (with S. Trivedi) https://arxiv.org/abs/2402.01629
Preprint "Effective recovery of Fourier spectra and spectral approximation by finite groups" (with R. Viera) arxiv.org/pdf/2308.07446.pdf
Fondecyt Regular grant (4 years 2021-2025). Project title: "Rigidity, stability and uniformity for large point configurations"
Since January 2018 I am Assistant Professor at PUC Chile.
September 2017-December 2017: visited FIM in Zürich and Vanderbilt University.
2015-17: MIS Max Planck Institute in Leipzig and Max Planck Institute in Bonn. (Funding: European Post-Doc Institute. Mentors: B. Kirchheim, S. Müller)
2013-2015: Postdoc at Laboratoire Jacques-Louis Lions (Funding: Fondation de Sciences Mathèmatiques de Paris. Mentor: Sylvia Serfaty)
2013: Ph.D at ETH Zürich, (Thesis: "Weak bundle structures and a variational approach to Yang-Mills Lagrangians in supercritical dimensions". Advisor: Tristan Rivière).
2008: MSc Scuola Normale Superiore, (Thesis: "Differential Inclusions and the Euler equation". Advisor: Luigi Ambrosio)
NeurIPS2023 website - 10-16 Dec 2023 in New Orleans, USA
Doctoral course on "Data Geometry and Deep Learning" at Rome "La Sapienza" university Nov-Dec 2022
Organized workshop on "Theoretical and Mathematical aspects of Deep Learning" - 4 August 2022, at UC Chile (hybrid event)
ICIAM conference, Valencia, Spain, July 15-19, 2019, -- talks in mini-symposia "Discrepancy and Minimal Energy" and "Molecular simulation: quantum mechanical models" (photo of myself with L. Betermin at https://iciam2019.org/images/site/FotosCongreso/CommonAreas/Session(4).jpg)
BIRS workshop January 27th - February 1st, 2019 on Optimal Transport Methods in Density Functional Theory.
Workshop that I co-organized, on November 30th, 2018, London: Symmetries, asymptotics and multi-scale approaches
AIM workshop Discrete geometry and automorphic forms, San Jose, California, September 24-28, 2018
Workshop on Geometric Measure Theory in Verona, June 11-15, 2018
Workshop on Nonlocal interactions: Dislocations and beyond, Bath, 11-14 June 2018
ICERM trimester on Optimal and Random Point Configurations, Brown University, Providence, February 26th - March 2nd, 2018
Workshop that I co-organized, on February 15-17, 2017, London: New trends in Mathematical Physics at the interface of Analysis and Probability