Giovanni Luca Marchetti
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
11
Venues
8
Active years
2022–2025
Best venue rank
A*
Where they publish
Papers
11 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AISTATS | On the Geometry and Optimization of Polynomial Convolutional Networks. | Vahid Shahverdi, Giovanni Luca Marchetti, Kathln Kohn |
| 2025 | ALENEX | HyperSteiner: Computing Heuristic Hyperbolic Steiner Minimal Trees. | Alejandro Garca-Castellanos, Aniss Aiman Medbouhi, Giovanni Luca Marchetti, Erik J. Bekkers, Danica Kragic |
| 2025 | ECAI | A Non-Adversarial Approach to Idempotent Generative Modelling. | Mohammed Al-Jaff, Giovanni Luca Marchetti, Michael C. Welle, Jens Lundell, Mats G. Gustafsson, Gustav Eje Henter, Hossein Azizpour, Danica Kragic |
| 2025 | ICLR | Geometry of Lightning Self-Attention: Identifiability and Dimension. | Nathan W. Henry, Giovanni Luca Marchetti, Kathln Kohn |
| 2025 | ICML | Position: Algebra Unveils Deep Learning - An Invitation to Neuroalgebraic Geometry. | Giovanni Luca Marchetti, Vahid Shahverdi, Stefano Mereta, Matthew Trager, Kathln Kohn |
| 2024 | COLT | Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks. | Giovanni Luca Marchetti, Christopher J. Hillar, Danica Kragic, Sophia Sanborn |
| 2023 | AISTATS | An Efficient and Continuous Voronoi Density Estimator. | Giovanni Luca Marchetti, Vladislav Polianskii, Anastasiia Varava, Florian T. Pokorny, Danica Kragic |
| 2023 | AISTATS | Equivariant Representation Learning via Class-Pose Decomposition. | Giovanni Luca Marchetti, Gustaf Tegnr, Anastasiia Varava, Danica Kragic |
| 2022 | ICML | Active Nearest Neighbor Regression Through Delaunay Refinement. | Alexander Kravberg, Giovanni Luca Marchetti, Vladislav Polianskii, Anastasiia Varava, Florian T. Pokorny, Danica Kragic |
| 2022 | IROS | Back to the Manifold: Recovering from Out-of-Distribution States. | Alfredo Reichlin, Giovanni Luca Marchetti, Hang Yin, Ali Ghadirzadeh, Danica Kragic |
| 2022 | UAI | Voronoi density estimator for high-dimensional data: Computation, compactification and convergence. | Vladislav Polianskii, Giovanni Luca Marchetti, Alexander Kravberg, Anastasiia Varava, Florian T. Pokorny, Danica Kragic |