Doug OrtizJul 17, 2025

Surprising fact: Many independent ML researchers are using optimization methods (like BEO & MTO) with limited scrutiny.

This raises HUGE questions about reproducibility in the field.

Is this a ticking time bomb for the credibility of ML research? 🤔

#AI #ML #MLReproducibility #CitizenScience #TheRiseOf

https://dougortiz.blogspot.com/2025/07/the-citizen-science-revolution-in-ml.html

The Citizen Science Revolution in ML: Balancing Innovation with Reproducibility Standards

Jeanine BanksDec 24, 2022
Huge news: Kaggle is sponsoring $500k in awards for outstanding papers and reviewers in the ML Reproducibility Challenge 2022, an effort to encourage publishing and sharing of scientific results that are reliable and reproducible.…https://paperswithcode.com/rc2022 #mlreproducibility #kaggle #machinelearning
Papers with Code - ML Reproducibility Challenge 2022 Edition

The ML Reproducibility Challenge 2022 covering papers published in 15 major ML conferences and journals: NeurIPS, ACL, EMNLP, ICLR, ICML, CVPR, ECCV and more.