[asadlionpk]

I get your point but I wish this wasn't the case with most research. I, like the author, am not a math guy but have been reading tons of ML papers recently. I usually skip the formal definition parts and get to the 'juicy' implementation parts.

I wish there was a ELI5 section in each paper.

[skiman10]

What have been your favorite papers so far?

[asadlionpk]

That's hard as I haven't read too many. The recent deepmind papers (the ones about imagination) were good. The papers were pretty standard but they came along with explanatory blogpost[1] and some videos covered them too[2][3][4]. This supplementary content is what made them accessible for me.

[1] https://deepmind.com/blog/agents-imagine-and-plan/ [2] https://www.youtube.com/watch?v=xp-YOPcjkFw [3] https://www.youtube.com/watch?v=agXIYMCICcc [4] https://www.youtube.com/watch?v=56GW1IlWgMg