This GitBook mainly hosts Rui Pan's paper reading notes. I also keep a non-hardcore blog here.
The majority of the papers here are in the field of Machine Learning Systems and Operating Systems. There are some miscellaneous papers, though, that are under the index Misc Topics.
If you spot a mistake or have any suggestions, you are more than welcome to drop me an email at rpan33@wisc.edu!
- How to Read a Paper: An introduction to the "three-pass" method of reading research papers.
- Reading Research Papers by Andrew Ng: Multiple passes,
- Title/abstract/figures
- Intro + Conclusions + Figures + Skim rest (skim related work)
- Read but skip/skim math
- Read the whole thing, but skip parts that don't make sense
- The Task of the Referee: An introduction to the reviewing process.
- Ph.D. Advisor Guide: What to ask/look for when finding a potential Ph.D. advisor.
{% page-ref page="blog/blog-index/" %}
{% page-ref page="machine-learning-systems/index/" %}
{% page-ref page="operating-systems/index/" %}
{% page-ref page="misc-topics/index.md" %}