論文の読み方

”CS230:Deep Learning Leccture 8 by Andrew Ng" から参考にすべき方法を備忘録とした。

Reading Research Papers

  • Compile list of papers ( arXib Internet, medium, Github, blog post )
    • Skip around List
      • 0% 100% read/understood
        • 1
        • 2 x
        • 3 understand whole thing
        • 4 ....
    • 5-20 papers
    • 50-100 papers -> very good understanding. -> Guideline
  • Reading one paper
    • Multiple passes
      • 1 Title/Abstract/Figures
      • 2 Intro + Conclusions + Figures + Skim rest. ( Skim related work )
      • 3 Read but skip/skim math
      • 4 Whole thing, but skip parts that don't make sense
  • Practice yourself
    • What did authors try to accomplish?
    • What were the key elements of the approach?
    • What can you use yourself?
    • What other references do you want to follow?
  • Sources of papers

もっとよくまとめてくれた方がいたので、リンクを張ります。 note.mu ainow.ai