A reflection on the hidden costs of attending major ML conferences like ICML, NeurIPS, and ICLR. Beyond the conference days themselves, researchers face significant overhead: booking logistics, long-haul travel, jet lag, and a backlog of accumulated work upon return. A five-day conference can realistically consume two full weeks when all factors are counted, disrupting deep research work that requires extended, uninterrupted focus.
Table of contents
Getting to the conferenceThe hidden overhead of conference travelThe backlog waits at homeQuestions this post answers
What are the acceptance rates for top ML conferences like ICML, NeurIPS, and ICLR?
Acceptance rates at the three premier ML conferences — ICML, NeurIPS, and ICLR — typically fall between 20% and 30% of submitted papers. The process involves anonymous peer review, author rebuttals, and a waiting period of one to two months before decisions are made, making publication at these venues genuinely competitive. ML researchers tracking submission deadlines and acceptance trends find the latest conference news on daily.dev.