From 7106e813f922d254a98ad171fc1de75352758838 Mon Sep 17 00:00:00 2001
From: Sungjoon <sungjoon.choi@cpslab.snu.ac.kr>
Date: Fri, 9 Feb 2018 01:18:16 +0900
Subject: [PATCH] Update README.md

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 README.md | 25 ++++++++++++++++++++++++-
 1 file changed, 24 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
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-# bayes-nn
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+# Understanding Bayesian Deep Learning 
+
+1. Elementary mathematics
+- Set theory
+- Measure theory
+- Probability
+- Random variable
+- Random process
+- Functional analysis (harmonic analysis)
+
+2. Gaussian process
+- Gaussian process
+- Weight space view
+- Function space view
+- Gaussian process latent variable model 
+
+3. Bayesian neural netwrok
+- Minimum description length
+- Ensemble learning in Bayesian neural network
+- Practical variational inference
+- Bayes by backprop
+- Summary of variational inference
+- Dropout as a Bayesian approximation
+- Stein variational gradient descent