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dimensionality curse

9 papers

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Co-occurring keywords · papers mentioning both

curse of dimensionality (2) latent gaussian (1) gradient information matrix (1) l2 robustness (1) dual smoothing (1) smoothness assumption (1) brenier potential (1) neural network (1) comparative judgment (1) color transfer (1)

Papers

Few-Shot Diffusion Models Escape the Curse of Dimensionality NeurIPS 2024 Mitigating the Curse of Dimensionality for Certified Robustness via Dual Randomized Smoothing ICLR 2024 TMPNN: High-Order Polynomial Regression Based on Taylor Map Factorization AAAI 2024 How many samples are needed to leverage smoothness? NeurIPS 2023 Synergy and Symmetry in Deep Learning: Interactions between the Data, Model, and Inference Algorithm ICML 2022 Projected Stein Variational Gradient Descent NeurIPS 2020 Regression with Comparisons: Escaping the Curse of Dimensionality with Ordinal Information JMLR 2020 Regularity as Regularization: Smooth and Strongly Convex Brenier Potentials in Optimal Transport AISTATS 2020 Dimensionality's Blessing: Clustering Images by Underlying Distribution CVPR 2018