Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression. CVPR2020.
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Mar 28, 2022 - Python
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proximal-gradient-descent
Here are 9 public repositories matching this topic...
PyTorch implementation of Proximal Gradient Algorithms a la Parikh and Boyd (2014). Useful for Auto-Sizing (Murray and Chiang 2015, Murray et al. 2019).
hyperparameter-optimization gradient proximal descent hyperparameter proximal-gradient-descent auto-sizing
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Sep 20, 2020 - Python
An Image Reconstructor that applies fast proximal gradient method (FISTA) to the wavelet transform of an image using L1 and Total Variation (TV) regularizations
python data-science machine-learning image-reconstruction pytorch matplotlib optimization-methods fista denoising-images skimage proximal-policy-optimization total-variation l1-regularization total-variational-denoising proximal-gradient-descent ista
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Sep 25, 2022 - Python
Pyoneer is a Python 3 package for the continuous recovery of non-bandlimited periodic signals with finite rates of innovation (e.g. Dirac streams) from generalised measurements.
signal-processing python3 finite-rate-of-innovation periodic-signals non-uniform-sampling sampling-theory non-convex-optimization denoising-algorithm proximal-gradient-descent cpgd
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Oct 8, 2020 - Python
Use Ridge Regression and Lasso Regression in prostate cancer data
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Nov 6, 2019 - Python
Proximal-point methods for machine learning
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Jan 29, 2025 - Python
A package for fitting regularized models from scikit-learn via proximal gradient descent
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Jun 28, 2023 - Python
An efficient GPU-compatible library built on PyTorch, offering a wide range of proximal operators and constraints for optimization and machine learning tasks.
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Oct 9, 2023 - Python
Implementation and brief comparison of different First Order and different Proximal gradient methods, comparison of their convergence rates
python data-science machine-learning numpy sklearn matplotlib gradient-descent adagrad fista variance-reduction stochastic-gradient-descent first-order-methods subgradient proximal-gradient-descent ista proximal-gradient-method accelerated-gradient
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Sep 25, 2022 - Python
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