Robust non-parametric regression via incoherent subspace projections

DOI10.1007/s10994-021-06045-zOpenAlexW3197260880MaRDI QIDQ2071515

Bhaskar Mukhoty, Subhajit Dutta, Purushottam Kar

Publication date: 28 January 2022

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-021-06045-z

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• tvreg
• DnCNN
• Sever

Cites Work

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• A mathematical introduction to compressive sensing
• Sharp recovery bounds for convex demixing, with applications
• Fast global convergence of gradient methods for high-dimensional statistical recovery
• Completing Any Low-rank Matrix, Provably
• Incoherence-Optimal Matrix Completion
• Signal Recovery on Incoherent Manifolds
• Stable and Robust Sampling Strategies for Compressive Imaging
• Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising
• Reconstruction under outliers for Fourier-sparse functions
• Model-Based Compressive Sensing
• Mercer’s Theorem, Feature Maps, and Smoothing
• Noiselets

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