Latex scripts to compile my PhD thesis
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Updated
Apr 9, 2024 - TeX
Latex scripts to compile my PhD thesis
Contains ML Algorithms implemented as part of CSE 512 - Machine Learning class taken by Fransico Orabona. Implemented Linear Regression using polynomial basis functions, Perceptron, Ridge Regression, SVM Primal, Kernel Ridge Regression, Kernel SVM, Kmeans.
PhD thesis supplementary materials
B.Tech final semester project with thesis
We explored various approaches to deal with high-dimensional data in this study, and we compared them using simulation and soil datasets. We discovered that grouping had a significant impact on model correctness and error reduction. For the core projection step, we first looked at the properties of all the algorithms and how they function to com…
Slides for the 26th International Conference on Computational Statistics (COMPSTAT 2024)
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