gorjanradevski / phd-reads

A (non-)curated list of blog posts, essays, etc., about doing research

A (non-)curated list of blog-posts, essays, etc., about (machine learning) research

Just a bunch of stuff that I keep here instead of as bookmarks...

General advice (probably)

• An Opinionated Guide to ML Research

• A Survival Guide to a PhD

• How to do Research At the MIT AI Lab

• You and Your Research

• The importance of stupity

• PhD grind by Philip Guo (The link the book is dead and I don't know whether I can share it)

• Tips for Research and a PhD

• The Bitter Lesson by Rich Sutton

Reading, reviewing and writing papers

• How we write rebuttals

• How to write the introduction

• Reviewing NLP papers

• A CVPR tutorial on how to write a good review

• Andrew Ng's lecture on how to read a Machine Learning paper

• Tips for Writing Technical Papers - Jennifer Widom

• How to avoid machine learning pitfalls: a guide for academic researchers

• How to read a Machine Learning paper