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Machine Learning Optimization Statistics

Wainwright's High-Dimensional Statistics (cambridge.org)

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4 months ago
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Overview of Graph Neural Networks (GNNs) (youtube.com)

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4 months ago
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Literature review for Machine Learning-guided optimization methods (arxiv.org)

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Outer approximation for discrete optimization (link.springer.com)

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4 months ago
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Newton's method for non-linear optimization (ocw.mit.edu)

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Convex formulations of NNs (arxiv.org)

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4 months ago
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Effects of overparameterization on optimization landscape (arxiv.org)

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4 months ago
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A primer on transformers (columbia.edu)

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4 months ago
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Large-scale sparse regression (arxiv.org)

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4 months ago
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burrhhh / Optimization ×

burrhhh / Statistics ×

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