by Giovanni Luca Marchetti Papers

3 papers found

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Conference

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Paper Type

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Alternating Gradient Flows: A Theory of Feature Learning in Two-layer Neural Networks

Daniel Kunin, Giovanni Luca Marchetti, Feng Chen et al.

NEURIPS 2025arXiv:2506.06489
6
citations

Geometry of Lightning Self-Attention: Identifiability and Dimension

Nathan Henry, Giovanni Luca Marchetti, Kathlén Kohn

ICLR 2025arXiv:2408.17221
12
citations

Position: Algebra Unveils Deep Learning - An Invitation to Neuroalgebraic Geometry

Giovanni Luca Marchetti, Vahid Shahverdi, Stefano Mereta et al.

ICML 2025spotlight
9
citations