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low-dimensional structure

8 papers

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Co-occurring keywords · papers mentioning both

diffusion model (2) high-dimensional data (2) feature learning (2) dimensionality reduction (2) distribution learning (1) random projection (1) deep neural network (1) operator learning (1) position embedding (1) total variation distance (1)

Papers

Low-dimensional adaptation of diffusion models: Convergence in total variation (extended abstract) COLT 2025 Shallow diffusion networks provably learn hidden low-dimensional structure ICLR 2025 Deep Nonparametric Estimation of Operators between Infinite Dimensional Spaces JMLR 2024 Learned Transformer Position Embeddings Have a Low-Dimensional Structure ACL 2024 Metric Learning from Limited Pairwise Preference Comparisons UAI 2024 Privately Learning Subspaces NeurIPS 2021 Clustered Multi-Task Learning Via Alternating Structure Optimization NeurIPS 2011 Learning the structure of manifolds using random projections NeurIPS 2007