linear algebra – Page 6 – Andrew Fairless, Ph.D.

What I Read: Bayesian Geometry

By Andrew Fairless on February 21, 2022January 20, 2022

https://towardsdatascience.com/on-bayesian-geometry-7755abf9f4d2 On Bayesian GeometryGeometric interpretation of probability distributionsMichael Larionov, PhD “Bayesian inference is based on the fact that we often don’t know the underlying distribution of data, so we needContinue readingWhat I Read: Bayesian Geometry

What I Read: Einstein Summation in Deep Learning

By Andrew Fairless on January 26, 2022December 11, 2021

https://rockt.github.io/2018/04/30/einsum Einsum is All you Need – Einstein Summation in Deep LearningTim Rocktäschel30/04/2018 – updated 02/05/2018 “If you are anything like me, you find it difficult to remember the namesContinue readingWhat I Read: Einstein Summation in Deep Learning

What I Read: How Kalman filter works

By Andrew Fairless on January 25, 2022December 11, 2021

https://www.bzarg.com/p/how-a-kalman-filter-works-in-pictures/ How a Kalman filter works, in pictures “I have to tell you about the Kalman filter… Surprisingly few software engineers and scientists seem to know about it… it isContinue readingWhat I Read: How Kalman filter works

What I Read: what is a Gaussian process?

By Andrew Fairless on December 7, 2021November 16, 2021

https://dansblog.netlify.app/posts/2021-11-03-yes-but-what-is-a-gaussian-process-or-once-twice-three-times-a-definition-or-a-descent-into-madness/ Yes but what is a Gaussian process? or, Once, twice, three times a definition; or A descent into madnessDan SimpsonNov. 3, 2021Yes but what is a Gaussian process? or,Continue readingWhat I Read: what is a Gaussian process?

What I Read: Basis and Change of Basis

By Andrew Fairless on June 30, 2021June 7, 2021

https://hadrienj.github.io/posts/Essential-Math-for-Data-Science-Change-of-Basis/ Essential Math for Data Science: Basis and Change of Basis01-02-2021Hadrien Jean “One way to understand eigendecomposition is to consider it as a change of basis…. You’ll see that anyContinue readingWhat I Read: Basis and Change of Basis

What I Read: New Algorithm, Linear Equations

By Andrew Fairless on April 9, 2021March 21, 2021

https://www.quantamagazine.org/new-algorithm-breaks-speed-limit-for-solving-linear-equations-20210308/ New Algorithm Breaks Speed Limit for Solving Linear EquationsKevin HartnettMarch 8, 2021 “By harnessing randomness, a new algorithm achieves a fundamentally novel — and faster — way of performingContinue readingWhat I Read: New Algorithm, Linear Equations

What I Read: Why I’m lukewarm on graph neural networks

By Andrew Fairless on March 10, 2021March 7, 2021

https://www.singlelunch.com/2020/12/28/why-im-lukewarm-on-graph-neural-networks/ Why I’m lukewarm on graph neural networksMatt RangerFebruary 16, 2020 “I’m only lukewarm on Graph Neural Networks (GNNs)…. I think some progress can come of this research, but we’reContinue readingWhat I Read: Why I’m lukewarm on graph neural networks

What I Read: How Transformers work

By Andrew Fairless on March 9, 2021March 7, 2021

https://theaisummer.com/transformer/ How Transformers work in deep learning and NLP: an intuitive introductionNatural Language ProcessingNikolas AdaloglouDec 24, 2020 “In my opinion, transformers are not so hard to grasp. It’s the combinationContinue readingWhat I Read: How Transformers work

Tag: linear algebra