Rubik's Abstract Polytopes

Authors: Marchetti, Giovanni Luca

Subject Terms: Mathematics - Combinatorics

Access URL: http://arxiv.org/abs/2502.13518

An Invitation to Neuroalgebraic Geometry

Authors: Marchetti, Giovanni Luca, Shahverdi, Vahid, Mereta, Stefano, Trager, Matthew, Kohn, Kathlén

Subject Terms: Computer Science - Machine Learning, Mathematics - Algebraic Geometry

Access URL: http://arxiv.org/abs/2501.18915

On the Geometry and Optimization of Polynomial Convolutional Networks

Authors: Shahverdi, Vahid, Marchetti, Giovanni Luca, Kohn, Kathlén

Subject Terms: Computer Science - Machine Learning, Mathematics - Algebraic Geometry

Access URL: http://arxiv.org/abs/2410.00722

Relative Representations: Topological and Geometric Perspectives

Authors: García-Castellanos, Alejandro, Marchetti, Giovanni Luca, Kragic, Danica, Scolamiero, Martina

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2409.10967

HyperSteiner: Computing Heuristic Hyperbolic Steiner Minimal Trees

Authors: García-Castellanos, Alejandro, Medbouhi, Aniss Aiman, Marchetti, Giovanni Luca, Bekkers, Erik J., Kragic, Danica

Source: Proceedings of the Symposium on Algorithm Engineering and Experiments (2025) 194-208

Subject Terms: Computer Science - Computational Geometry

Access URL: http://arxiv.org/abs/2409.05671

Geometry of Lightning Self-Attention: Identifiability and Dimension

Authors: Henry, Nathan W., Marchetti, Giovanni Luca, Kohn, Kathlén

Subject Terms: Computer Science - Machine Learning, Mathematics - Algebraic Geometry

Access URL: http://arxiv.org/abs/2408.17221

Hyperbolic Delaunay Geometric Alignment

Authors: Medbouhi, Aniss Aiman, Marchetti, Giovanni Luca, Polianskii, Vladislav, Kravberg, Alexander, Poklukar, Petra, Varava, Anastasia, Kragic, Danica

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2404.08608

Back to the Manifold: Recovering from Out-of-Distribution States

Authors: Reichlin, Alfredo, Marchetti, Giovanni Luca, Yin, Hang, Ghadirzadeh, Ali, Kragic, Danica

Source: 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) Intelligent Robots and Systems (IROS), 2022 IEEE/RSJ International Conference on. :8660-8666 Oct, 2022

Relation: 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)

Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks

Authors: Marchetti, Giovanni Luca, Hillar, Christopher, Kragic, Danica, Sanborn, Sophia

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2312.08550

Neural Lattice Reduction: A Self-Supervised Geometric Deep Learning Approach

Authors: Marchetti, Giovanni Luca, Cesa, Gabriele, Kumar, Pratik, Behboodi, Arash

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Discrete Mathematics

Access URL: http://arxiv.org/abs/2311.08170

Learning Geometric Representations of Objects via Interaction

Authors: Reichlin, Alfredo, Marchetti, Giovanni Luca, Yin, Hang, Varava, Anastasiia, Kragic, Danica

Subject Terms: Computer Science - Machine Learning, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2309.05346

Learning Coarsened Dynamic Graph Representations for Deformable Object Manipulation

Authors: Marchetti, Giovanni Luca, Moletta, Marco, Tegner, Gustaf, Shi, Peiyang, Varava, Anastasiia, Kravchenko, Alexander, Kragic, Danica

Source: 2021 20th International Conference on Advanced Robotics (ICAR) Advanced Robotics (ICAR), 2021 20th International Conference on. :955-960 Dec, 2021

Relation: 2021 20th International Conference on Advanced Robotics (ICAR)

Equivariant Representation Learning in the Presence of Stabilizers

Authors: Rey, Luis Armando Pérez, Marchetti, Giovanni Luca, Kragic, Danica, Jarnikov, Dmitri, Holenderski, Mike

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Mathematics - Group Theory

Access URL: http://arxiv.org/abs/2301.05231

An Efficient and Continuous Voronoi Density Estimator

Authors: Marchetti, Giovanni Luca, Polianskii, Vladislav, Varava, Anastasiia, Pokorny, Florian T., Kragic, Danica

Subject Terms: Statistics - Methodology, Computer Science - Computational Geometry

Access URL: http://arxiv.org/abs/2210.03964

Equivariant Representation Learning via Class-Pose Decomposition

Authors: Marchetti, Giovanni Luca, Tegnér, Gustaf, Varava, Anastasiia, Kragic, Danica

Subject Terms: Computer Science - Machine Learning, Mathematics - Group Theory

Access URL: http://arxiv.org/abs/2207.03116

Active Nearest Neighbor Regression Through Delaunay Refinement

Authors: Kravberg, Alexander, Marchetti, Giovanni Luca, Polianskii, Vladislav, Varava, Anastasiia, Pokorny, Florian T., Kragic, Danica

Subject Terms: Computer Science - Machine Learning, Computer Science - Computational Geometry

Access URL: http://arxiv.org/abs/2206.08061

Voronoi Density Estimator for High-Dimensional Data: Computation, Compactification and Convergence

Authors: Polianskii, Vladislav, Marchetti, Giovanni Luca, Kravberg, Alexander, Varava, Anastasiia, Pokorny, Florian T., Kragic, Danica

Subject Terms: Statistics - Methodology, Computer Science - Computational Geometry

Access URL: http://arxiv.org/abs/2206.08051

The (he)art of gluing

Authors: Marchetti, Giovanni Luca, Fiorenza, Domenico

Subject Terms: Mathematics - Category Theory

Access URL: http://arxiv.org/abs/1806.00883

Hearts and towers in stable ∞\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\infty $$\end{document}-categories

Authors: Fiorenza, Domenico, Loregian, Fosco, Marchetti, Giovanni Luca

Source: Journal of Homotopy and Related Structures. 14(4):993-1042

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100132854096.0x000001&indx=1&recIds=ETOCvdc_100132854096.0x000001

This result is not displayed to guests.
Login for full access.