Isomorphisms of quiver representations applied to neural networks.
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Jul 25, 2024 - Python
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quiver-representations
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[READ-ONLY-SUBSPLIT] Categories of functors
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May 10, 2026 - GAP
Drafts of textbooks. One on the math inspired by supersymmetric field theories. One on low dimensional (below 3+1) integrable physics.
physics mathematics category-theory algebraic-topology differential-geometry combinatorics textbook algebraic-geometry representation-theory quantum-field-theory mathematical-physics supersymmetry quiver-mutations integrable-systems quiver-representations cluster-algebras nilpotent-orbits
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Dec 29, 2024 - Python
Neural networks via quiver representations — a survey for undergraduates. クィバー表現論でニューラルネットワークを理解する手法についてのサーベイ論考 (学部生向け).
deep-learning algebra mathematics survey neural-networks representation-theory undergraduate moduli-space quiver-representations
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Apr 24, 2026
Some reports, notes, and problems done with mathematics
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May 15, 2023 - TeX
My honours thesis in pure mathematics
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Nov 20, 2024 - TeX
Very simple version of the code used for the experiments in the paper Hidden Activations Are Not Enough: A General Approach to Neural Networks Predictions.
machine-learning representation-theory adversarial-attacks out-of-distribution-detection quiver-representations
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Sep 23, 2024 - Python
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