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34 Results
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Poster
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AUC Maximization under Positive Distribution Shift Atsutoshi Kumagai · Tomoharu Iwata · Hiroshi Takahashi · Taishi Nishiyama · Yasuhiro Fujiwara |
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Workshop
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DivShift: Exploring Domain-Specific Distribution Shift in Large-Scale, Volunteer-Collected Biodiversity Datasets Elena Sierra · Lauren Gillespie · Salim Soltani · Moisés Expósito-Alonso · Teja Kattenborn |
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Workshop
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Compositional Generalization Across Distributional Shifts with Sparse Tree Operations Paul Soulos · Henry Conklin · Mattia Opper · Paul Smolensky · Jianfeng Gao · Roland Fernandez |
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Workshop
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AdapTable: Test-Time Adaptation for Tabular Data via Shift-Aware Uncertainty Calibrator and Label Distribution Handler Changhun Kim · Taewon Kim · Seungyeon Woo · June Yong Yang · Eunho Yang |
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Poster
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Thu 11:00 |
Label Alignment Regularization for Distribution Shift Ehsan Imani · Guojun Zhang · Runjia Li · Jun Luo · Pascal Poupart · Philip Torr · Yangchen Pan |
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Poster
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Thu 16:30 |
Mitigating Covariate Shift in Behavioral Cloning via Robust Stationary Distribution Correction Seokin Seo · Byung-Jun Lee · Jongmin Lee · HyeongJoo Hwang · Hongseok Yang · Kee-Eung Kim |
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Poster
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Wed 11:00 |
Compositional Generalization Across Distributional Shifts with Sparse Tree Operations Paul Soulos · Henry Conklin · Mattia Opper · Paul Smolensky · Jianfeng Gao · Roland Fernandez |
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Workshop
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A Language Model-Guided Framework for Mining Time Series with Distributional Shifts Haibei Zhu · Yousef El-Laham · Elizabeth Fons · Svitlana Vyetrenko |
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Poster
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Thu 16:30 |
MaNo: Exploiting Matrix Norm for Unsupervised Accuracy Estimation Under Distribution Shifts RENCHUNZI XIE · Ambroise Odonnat · Vasilii Feofanov · Weijian Deng · Jianfeng Zhang · Bo An |
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Workshop
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Carbon-Aware Spatio-Temporal Workload Distribution in Cloud Data Center Clusters Using Reinforcement Learning Soumyendu Sarkar · Antonio Guillen-Perez · Vineet Gundecha · Avisek Naug · Ricardo Luna Gutierrez · Sajad Mousavi |