Change is hard: A closer look at subpopulation shift

Y Yang, H Zhang, D Katabi, M Ghassemi - arXiv preprint arXiv:2302.12254, 2023 - arxiv.org
Machine learning models often perform poorly on subgroups that are underrepresented in
the training data. Yet, little is understood on the variation in mechanisms that cause …
被引用次数：54 相关文章

Change is Hard: A Closer Look at Subpopulation Shift

Y Yang, H Zhang, D Katabi… - … on Machine Learning, 2023 - proceedings.mlr.press
Abstract Machine learning models often perform poorly on subgroups that are
underrepresented in the training data. Yet, little is understood on the variation in …

Change is Hard: A Closer Look at Subpopulation Shift

Y Yang, H Zhang, D Katabi, M Ghassemi - Learning - subpopbench.csail.mit.edu
Change is Hard: A Closer Look at Subpopulation Shift Page 1 Change is Hard: A Closer Look
at Subpopulation Shift Yuzhe Yang 1,∗ Haoran Zhang 1,∗ Dina Katabi 1 Marzyeh Ghassemi 1 …

Change is Hard: A Closer Look at Subpopulation Shift

Y Yang, H Zhang, D Katabi, M Ghassemi - openreview.net
Machine learning models often perform poorly on subgroups that are underrepresented in
the training data. Yet, little is understood on the variation in mechanisms that cause …

Change is hard: a closer look at subpopulation shift

Y Yang, H Zhang, D Katabi, M Ghassemi - Proceedings of the 40th …, 2023 - dl.acm.org
Machine learning models often perform poorly on subgroups that are underrepresented in
the training data. Yet, little is understood on the variation in mechanisms that cause …

Change is Hard: A Closer Look at Subpopulation Shift

Y Yang, H Zhang, D Katabi, M Ghassemi - arXiv e-prints, 2023 - ui.adsabs.harvard.edu
Abstract Machine learning models often perform poorly on subgroups that are
underrepresented in the training data. Yet, little is understood on the variation in …

Change is Hard: A Closer Look at Subpopulation Shift

Y Yang, H Zhang, D Katabi… - … on Machine Learning, 2023 - proceedings.mlr.press
Abstract Machine learning models often perform poorly on subgroups that are
underrepresented in the training data. Yet, little is understood on the variation in …