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Note to Self: Sketch-and-Solve with a Gaussian Embedding

ethanepperly.com · published 19 November 2024

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Host
Does Sketching Work? Read at the source ↗
ethanepperly.com
https://en.wikipedia.org/wiki/Bias_of_an_estimator
en.wikipedia.org
https://en.wikipedia.org/wiki/Linear_least_squares
en.wikipedia.org
Which Sketch Should I Use? Read at the source ↗
ethanepperly.com
https://arxiv.org/abs/2011.10695
arxiv.org
Low-Rank Approximation Toolbox: Analysis of the Randomized SVD Read at the source ↗
ethanepperly.com
https://web.eecs.umich.edu/~derezin/
web.eecs.umich.edu
https://web.stanford.edu/class/ee270/scribes/lecture8.pdf
web.stanford.edu
https://stanford.edu/~pilanci/
stanford.edu
https://proceedings.mlr.press/v195/derezinski23a.html
proceedings.mlr.press
https://arxiv.org/pdf/2406.11151
arxiv.org
https://www.stat.berkeley.edu/~mmahoney/
stat.berkeley.edu
https://sites.google.com/ucsd.edu/rwebber/
sites.google.com
https://arxiv.org/pdf/2002.06538
arxiv.org
https://arxiv.org/abs/2203.09755
arxiv.org
https://arxiv.org/pdf/1706.03665
arxiv.org
https://arxiv.org/abs/1810.06089
arxiv.org