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algebraic geometry

11 papers

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Co-occurring keywords · papers mentioning both

matrix completion (3) principal component analysis (2) algebraic combinatorics (1) probability-one algorithm (1) unlabeled sensing (1) point-line incidence (1) learning framework (1) permutation noise (1) toric variety (1) terminal singularity (1)

Papers

Geometry of Lightning Self-Attention: Identifiability and Dimension ICLR 2025 On the Geometry and Optimization of Polynomial Convolutional Networks AISTATS 2025 Position: Algebra Unveils Deep Learning - An Invitation to Neuroalgebraic Geometry ICML 2025 LP-based Construction of DC Decompositions for Efficient Inference of Markov Random Fields AISTATS 2024 Unlabeled Principal Component Analysis and Matrix Completion JMLR 2024 Machine learning detects terminal singularities NeurIPS 2023 Theoretical and Numerical Analysis of 3D Reconstruction Using Point and Line Incidences ICCV 2023 Unitary Branching Programs: Learnability and Lower Bounds ICML 2021 Unlabeled Principal Component Analysis NeurIPS 2021 The Algebraic Combinatorial Approach for Low-Rank Matrix Completion JMLR 2015 Algebraic Geometric Comparison of Probability Distributions JMLR 2012