Robuta

https://getspurious.com/correlations/us-frozen-pizza-retail-sales-vs-netflix-original-titles-released-per-year/ Netflix original titles released per year vs US frozen pizza retail sales | Spurious Correlations These two completely unrelated statistics have a 97% correlation (r=0.968) over 2013-2022. See the chart and discover why correlation does not equal causation. netflix originalper yearfrozen pizzaretail salesspurious correlations https://ai.meta.com/research/publications/improved-zero-shot-neural-machine-translation-via-ignoring-spurious-correlations/ Improved Zero-shot Neural Machine Translation via Ignoring Spurious Correlations | Research - AI at... Zero-shot translation, translating between language pairs on which a Neural Machine Translation (NMT) system has never been trained, is an emergent... neural machine translationzero shotspurious correlationsresearch aiimproved https://bytez.com/docs/icml/44947?_c=eyJ2IjoxLCJyZWxhdGVkIjpbImNvZGUiLCJyZWZlcmVuY2VzIiwiY29uZmVyZW5jZSJdfQ%3D%3D Adversarial Cooperative Rationalization: The Risk of Spurious Correlations in Even Clean Datasets |... Jul 16, 2025 - This study looks at how machine learning models explain their predictions by using a cooperative game between a generator that picks important parts of input... spurious correlationsadversarialcooperativerationalizationrisk https://aclanthology.org/2022.aacl-short.7/ Robust Hate Speech Detection via Mitigating Spurious Correlations - ACL Anthology Kshitiz Tiwari, Shuhan Yuan, Lu Zhang. Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the... hate speechspurious correlationsrobustdetectionvia https://www.wnycstudios.org/podcasts/otm/articles/spurious-correlations Deaths by Swimming Pool Drowning vs. Nicholas Cage Films and Other Spurious Correlations | On the... It is by now an age old adage that "correlation doesn't equal causation," but the internet just loves stories that make spurious correlations. Just yesterday... swimming pool drowningspurious correlationsdeathsvsnicholas https://openreview.net/forum?id=CmVApdsdVx Spurious Correlations in High Dimensional Regression: The Roles of Regularization, Simplicity Bias... Learning models have been shown to rely on spurious correlations between non-predictive features and the associated labels in the training data, with negative... spurious correlationsthe roleshighdimensionalregression https://arxiv.org/abs/2308.00473 [2308.00473] Is Last Layer Re-Training Truly Sufficient for Robustness to Spurious Correlations? Abstract page for arXiv paper 2308.00473: Is Last Layer Re-Training Truly Sufficient for Robustness to Spurious Correlations? spurious correlationslastlayertrainingtruly