Implementations of gradKCCA
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Feb 16, 2024 - MATLAB
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projected-gradients
Here are 8 public repositories matching this topic...
Black-Box optimization of a rotor's shape using Projected Gradient Descent
optimization gradient-descent black-box-optimization aerodynamics aerospace-engineering projected-gradients autogyro
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Mar 29, 2019 - Python
Non-negative Matrix Factorization based on cuda, with sparse matrix as input.
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Nov 25, 2015 - Cuda
All sorts of data science & computer science programs for future reference
data-science pca-analysis gradient-descent knn cifar10 cvx fista image-deblurring non-linear-optimization projected-gradients rocchio-algorithm
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Feb 26, 2022 - HTML
SVM algorithms implementation from scratch for AI539 class project
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Dec 13, 2022 - Python
This project was carried out as the final assignment for the Mathematical Optimization for Data Science course. The goal of the analysis was to compare two variants of the Frank-Wolfe Method with the Projected Gradient Method on the Markowitz portfolio optimization problem.
gradient-descent optimization-methods projected-gradients frank-wolfe markowitz-portfolio portfolio-optimizations
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Oct 29, 2023 - Jupyter Notebook
Non-linear topology identification using Deep Learning. Sparsity (lasso) is enforced in the sensor connections. The non-convex and non-differentiable function is solved using sub-gradient descent algorithm.
deep-learning lasso constrained-optimization subgradient projected-gradients nonconvex-optimization stohastic-gradient-descent vectorautoregression
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Mar 25, 2022 - Jupyter Notebook
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