Matrix, Hill Cipher, Queueing, and Applications in Machine Learning
10:00 Matrix decomposition in Machine Learning 14:00 DRM, better NFT 15:00 Statistical analysis like mean squared error 17:00 Hill Cipher 25:00 Homomorphic e...
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About this video
10:00 Matrix decomposition in Machine Learning
14:00 DRM, better NFT
15:00 Statistical analysis like mean squared error
17:00 Hill Cipher
25:00 Homomorphic encryption and pay for computation
26:30 Systems of linear equations
37:10 Matrix decomposition in ML, SVD
40:00 Selling digitals like images with varying qualities online
An example using SVD to trustlessly sell high-resolution image is provided at https://xiaohuiliu.medium.com/machine-learning-on-bitcoin-40f830ad1b43.
References:
https://en.wikipedia.org/wiki/Hill_cipher
https://massey.limfinity.com/207/hillcipher.pdf
https://heartbeat.fritz.ai/applications-of-matrix-decompositions-for-machine-learning-f1986d03571a
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Mar 29, 2021
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