Locally corrected Nyström (LCN), as proposed in "Scalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, and More" (ICML 2021)
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Apr 26, 2023 - Python
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kernel-approximation
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Quadrature-based features for kernel approximation
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Oct 30, 2018 - Python
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Jul 14, 2018 - Python
fast orthogonal random transforms (in R)
machine-learning r rcpp dimensionality-reduction r-package random-projections rcpparmadillo fastfood kernel-approximation randomized-linear-algebra orthogonal-transforms orthogonal-projection
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Oct 23, 2023 - R
Exploring meachine learning techniques and algorithms. Including clustering algorithms, perceptron and, more.
python machine-learning clustering scikit-learn perceptron k-means dbscan kernel-trick agglomerative kernel-approximation rand-index kernelized-perceptron
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Jul 16, 2022 - HTML
simple classifier with perceptron (university assignment)
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Jul 26, 2023 - Jupyter Notebook
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