proximal-gradient-method
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Implementation and brief comparison of different First Order and different Proximal gradient methods, comparison of their convergence rates
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Sep 25, 2022 - Python
Unified implementation of MGProx.
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Apr 23, 2023 - MATLAB
Accelerated Proximal Gradient (APG) algorithm implementation for Nuclear Norm regularized linear Least Squares problem (NNLS).
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May 14, 2023 - MATLAB
[Optimization algorithms] Study of the Proximal Gradient Method, Stochastic Gradient Descent method and Adam optimizer
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Oct 30, 2023 - Jupyter Notebook
Approximate Bregman proximal gradient algorithm
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Dec 15, 2023 - Python
A Julia package for adaptive proximal gradient and primal-dual algorithms
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Jan 18, 2024 - Julia
Proximal Gradient/Semismooth Newton Methods for Projection onto a Polyhedron via the Duality-Gap-Active-Set Strategy
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Feb 11, 2024 - MATLAB
Iterative shrinkage / thresholding algorithms (ISTAs) for linear inverse problems
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May 24, 2024 - MATLAB
Test Cases for Regularized Optimization
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Aug 14, 2024 - Julia
Proximal algorithms for nonsmooth optimization in Julia
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Jul 24, 2024 - Julia
Regularized methods for efficient ranking in networks
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Aug 1, 2024 - Python
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