Assignments for CS5590: Foundations of Machine Learning taught at IIT Hyderabad, Jun - Dec 2021
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Nov 27, 2021 - Jupyter Notebook
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foundations-of-machine-learning
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Assignments Solution for Foundations of Machine Learning Course
machine-learning linear-regression gaussian-mixture-models logistic-regression bayesian sampling gaussian-processes principal-component-analysis mcmc-sampler foundations-of-machine-learning mathematical-of-machine-learning
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Jan 19, 2019 - Jupyter Notebook
Slides to present our research paper on the foundations of deep learning, “Implicit Regularization Towards Rank Minimization in ReLU Networks”.
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Apr 25, 2022 - TeX
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