The Clever Machine
About
Topics
Topic: information-theory
Who Needs Backpropagation? Computing Word Embeddings with Linear Algebra
(11 Sep 2020)
Available Topics
backpropagation
bias-variance-tradeoff
data-compression
deep-learning
expected-value
hypothesis-testing
image-compression
information-theory
least-squares-regression
loss-functions
low-rank-approximation
matrix-identities
model-selection
natural-language-processing
normal-equations
ordinary-least-squares
p-hacking
parameter-optimization
pointwise-mutual-information
r-squared
word-embeddings
classification
matrix-diagonalization
regression
gradient-descent
neural-networks
singular-value-decomposition
statistics
derivation
linear-algebra