- What we know about machine learning's replication crisis https://youneskamel.substack.com/p/what-we-know-about-machine-learnings?s=w 6 comments learnmachinelearning
Linked pages
- What's Wrong with Social Science and How to Fix It: Reflections After Reading 2578 Papers | Fantastic Anachronism https://fantasticanachronism.com/2020/09/11/whats-wrong-with-social-science-and-how-to-fix-it/ 243 comments
- Leakage and the Reproducibility Crisis in ML-based Science https://reproducible.cs.princeton.edu/ 37 comments
- [2007.01547] Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers https://arxiv.org/abs/2007.01547 18 comments
- Too many AI researchers think real-world problems are not relevant | MIT Technology Review https://www.technologyreview.com/2020/08/18/1007196/ai-research-machine-learning-applications-problems-opinion/ 17 comments
- Replication crisis - Wikipedia https://en.wikipedia.org/wiki/Replication_crisis 2 comments
- [2109.09774] Inconsistency in Conference Peer Review: Revisiting the 2014 NeurIPS Experiment https://arxiv.org/abs/2109.09774 0 comments
- Are we really making much progress? A worrying analysis of recent neural recommendation approaches | Proceedings of the 13th ACM Conference on Recommender Systems https://dl.acm.org/doi/abs/10.1145/3298689.3347058 0 comments
- ML Reproducibility Challenge 2021 Edition | Papers With Code https://paperswithcode.com/rc2021 0 comments
- Replicability-Index | Improving the replicability of empirical research https://replicationindex.com/ 0 comments
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