Luís Batalha: Machine learning moves too fast to wait for academic journals
Luís Batalha · Fermat's Library Cofounders João Batalha and Luís Batalha · Y Combinator · Jul 6, 2018 · at 9:35
Luís Batalha, co-founder of Fermat's Library, explains why pre-print servers like arXiv dominate machine learning research dissemination.
0:00 / 0:18exact quote · 18.4s
▶ Watch the full episode on YouTube → 720p mp4 · rendered on demand · StarZero watermark
“Archive is, is super important because the papers are, the new papers are coming out at such a high rate that people don't wait before the papers go to journals, before they start working on top of it and using the stuff that other people discover.”
quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →
More from Luís Batalha
Luís Batalha: Open journals can match Science and Nature in prestige
“And I think it's totally possible that these open journals get to a point where they have you know, a reputation like science or nature. As long as you convince people to, you know, publish their papers on these journals, it's, there's nothing about science or…”
Luís Batalha: Initial discovery papers are not always the most impactful
“One of the things that we noticed, or at least I noticed from reading papers is that sometimes it's not like the discovery paper that is the most impactful paper.”
Luís Batalha: Citation metrics misalign incentives for accessible scientific writing
“If the metric is just number of citations, sometimes it's not aligned to making the paper understandable and comprehensible to a large audience.”
Luís Batalha: Educational textbooks should be open-sourced and updated incrementally
“It would make sense for books to be annotated and also be open source so that in that sense you would just you know, commit a new chapter a new explanation for that and keep all the other chapters and then just change that bit. Instead of having to write a new…”
Luís Batalha: Paper authors find answering questions easier than annotating
“Every time we talk with an author, I think it's easier for them to answer questions about their papers than to annotate the paper.”
Luís Batalha: Famous tenured scientists are required to legitimize open journals
“It's probably the way to get these open, open journals to be as popular as nature or science is to convince Really, people that already have a tenure are really famous scientists to publish on those journals. You already have your position. You already have yo…”