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generalized lasso

8 papers

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Co-occurring keywords · papers mentioning both

signal recovery (3) nonlinear measurement (2) model selection (2) compressed sensing (2) spatial pyramid (1) regularization path (1) hyperparameter tuning (1) statistical power (1) model selection consistency (1) nuclear norm (1)

Papers

Theoretical Analysis of Leave-one-out Cross Validation for Non-differentiable Penalties under High-dimensional Settings AISTATS 2025 A Unified Framework for Uniform Signal Recovery in Nonlinear Generative Compressed Sensing NeurIPS 2023 More Powerful Conditional Selective Inference for Generalized Lasso by Parametric Programming JMLR 2022 The Generalized Lasso with Nonlinear Observations and Generative Priors NeurIPS 2020 Split LBI: An Iterative Regularization Path with Structural Sparsity NeurIPS 2016 LASSO with Non-linear Measurements is Equivalent to One With Linear Measurements NeurIPS 2015 Alternating Linearization for Structured Regularization Problems JMLR 2014 Generalized Lasso based Approximation of Sparse Coding for Visual Recognition NeurIPS 2011