How to Read a Machine Learning Paper in 2024

Machine Learning research is progressing at rapid speeds and reading those papers can be tough, especially if you are a beginner!
Although there are no fixed rules on how to read a paper, after reading dozens of them, I have found some techniques that help me a lot!

Try out the SciSpace Copilot here (not sponsored)

⬇️ Follow me on my other socials and feel free to DM questions! ⬇️

================== Timestamps ================
00:00 - Intro
00:25 - Stay up to date
02:28 - Exploring ideas
04:31 - Use for own research
09:07 - Summary of actionable tips
=============================================

#ai #research #education

[borismeinardus]

What is your favorite paper reading habit? 🤓

[business_central]

I've waited for this so long! Thank you!!
Looking forward to the implementation phase!

Keep going!

[omprakashpatel]

Superb video Boris 👍, It was very helpful 🙌. Keep it up

[simpleandminimalmaybe]

my strategy is, Abstract, Results/Conclusion, then if i am still curious, the methodology.

[mountain_bliss-uf]

Hey, I have few queries.
1. How to approach maths in papers ? they are hard or even out of my knowledge ? what you do in such cases when a paper is too maths heavy and you either don't know or understand most of the things ?
2. Which books you used to study mathematics ? say for probability, stats, LA, Calculus ?

[tobir]

Thank you, some of this stuff seems obvious, but doesn't click until you hear it like this.

BTW. If you're looking for papers to break down, I'm working through the 'X-VECTORS: ROBUST DNN EMBEDDINGS FOR SPEAKER RECOGNITION' paper for my undergraduate thesis, and would love a breakdown and application guide. Keep up the good work!

[KeldonLee]

Thank you. I am with implementing code in research papers, can you post a video on how to do it?

[kajalnaidu]

can you please tell me what are the sources of actual paper from where I can read it?

[FahadsDailyLife]

Hello Sir, I am a bachelor's student, and I want to become a machine learning engineer. Can you please provide me with a roadmap for becoming a machine learning engineer?

[kethnuleeweligamage]

Hi. Just watched your computer science student video. I also planning to study my bachelor in computer science at TU Berlin. Can you tell me whether I could study computer science degree entirely in English.

[CobySimmons]

What is the software that you use to summarise papers?