Mauro Camara Escudero
Mauro Camara Escudero
Posts
Talks
Projects
Consulting
Ramblings
Contact
Posts
Expectation Propagation - The Essential Minimum
The bare practical minimum to understand Expectation Propagation
Last updated on Mar 9, 2020
1 min read
expectation-propagation
Summary of the SNEP algorithm
Concised summary of Stochastic Natural Gradient Expectation Propagation algorithm by Hasenclever et al.
Last updated on Mar 19, 2020
4 min read
paper-summaries
,
expectation-propagation
Visualizing Measure Theory for Markov Chains
Measure-theoretic concepts underpinning the development of Markov Chains and Markov Chains Monte Carlo (MCMC) via insightful diagrams.
Mauro Camara Escudero
Last updated on May 6, 2021
7 min read
visualization
,
mcmc
,
markov-chains
,
markov-chain-monte-carlo
,
measure-theory
Logistic Regression
Rigorous summary of results and formulas concerning Bayesian Logistic Regression.
Last updated on Mar 9, 2020
11 min read
classification
Paper Summary: An Introduction To Transformers - Turner (2023)
Input to the Transformer The input to the transformer is a sequence \(X^{(0)}\in\mathbb{R}^{D\times N}\) where \(N\) is the length of …
Last updated on Feb 12, 2024
4 min read
attention
,
transformers
,
deep-learning
«
Cite
×