Instruct: Given a paper title, retrieve paper titles that are cited by the given paper.
Query: On the Convergence of Learning-based Iterative Methods for Nonconvex Inverse Problems
a fast iterative shrinkage - thresholding algorithm for linear inverse problems .
On the Convergence of A Class of Adam-Type Algorithms for Non-Convex Optimization
A Nonlinear Primal-Dual Method for Total Variation-Based Image Restoration
TR 0707 A Fixed-Point Continuation Method for ` 1-Regularized Minimization with Applications to Compressed Sensing
sparse solutions to linear inverse problems with multiple measurement vectors .
Using Deep Neural Networks for Inverse Problems in Imaging: Beyond Analytical Methods
Nonlinear solution of linear inverse problems by wavelet-vaguelette decomposition
Randomized Quasi-Newton Updates are Linearly Convergent Matrix Inversion Algorithms
Recurrent Inference Machines for Solving Inverse Problems
Iteratively re-weighted least squares for sparse signal reconstruction from noisy measurements
Residual Expansion Algorithm: Fast and Effective Optimization for Nonconvex Least Squares Problems
Learned Primal-dual Reconstruction
A Newton root-finding algorithm for estimating the regularization parameter for solving ill-conditioned least squares problems
Augmented Lagrangian method, dual methods, and split Bregman iteration for ROF, vectorial TV, and high order models
Bregmanized Nonlocal Regularization for Deconvolution and Sparse Reconstruction
Learning iterative image reconstruction
Fixed Point and Bregman Iterative Methods for Matrix Rank Minimization
convolutional neural networks for inverse problems in imaging : a review .
Online Convex Programming and Generalized Infinitesimal Gradient Ascent
Iterative Hessian sketch: Fast and accurate solution approximation for constrained least-squares
Nonlinear Wavelet Image Processing : Variational Problems , Compression , and Noise Removal through Wavelet Shrinkage
rt - xen : towards real - time hierarchical scheduling in xen .
Improving the Applicability of Environmental Scanning Systems: State of the Art and Future Research
A branch and bound based heuristic for makespan minimization of washing operations in hospital sterilization services
The Future Renewable Electric Energy Delivery and Management (FREEDM) System: The Energy Internet