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Semester M2

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Pattern Recognition

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  1. Markov Chain Monte Carlo and Variational Inference:Bridging the Gap
  2. 1601.00670.pdf
  3. fox_vbtut_airev.dvi
  4. Variational Inference using Implicit Models, Part I: Bayesian Logistic Regression
  5. MIT6_438F14_ps7.pdf

HW6 : Learning Strategy & NN

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  1. How do we compute the gradient of a ReLU for backpropagation? - Quora
  2. machine learning - How does rectilinear activation function solve the vanishing gradien...
  3. machine learning - How do CNN's avoid the vanishing gradient problem - Cross Validated

HW5 : PCA & FLDA

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  1. FINM 331: MULTIVARIATE DATA ANALYSIS FALL 2016 PROBLEM SET 2

    PCA 좋은 문제가 많다!

  2. CSE 151: Introduction to Machine Learning Spring 2012 Problem Set 5

    이걸로 뭘 어떻게 해야하지?

  3. 12.747 Problem Set #3

    matlab에서 PCA를 짜는 코드 - 이런 스타일로 문제를 내는 것...은 어떨까 생각이 들기는 하는데 좀 오버하는 것 같음

  4. 9.641 Neural Networks Problem Set 8: PCA, k­means and Ring network

    이건 너무 어려움..

HW4 : Gaussian Mixture Model

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  1. 10-701/15-781, Machine Learning: Homework 4
  2. STA 414/2104, Spring 2013, Practice Problem Set #2
  3. ELL784/EEL709: Problem Set 4
  4. CSE 151: Introduction to Machine Learning Spring 2012 Problem Set 5

Internet Application

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  1. HashMap in Java - javatpoint
  2. android - Eclipse: "The import java.io cannot be resolved" - Stack Overflow
  3. How do I create a file and write to it in Java? - Stack Overflow
  4. java - How to fetch first 10 key value pairs in HashMap - Stack Overflow
  5. java - HashMap Search for part of an key? - Stack Overflow
  6. How do I import jars into my java program? - Stack Overflow
  7. 24 more
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