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

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