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Oral Session
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Wed 9:00 |
Oral 3: Learning from distribution shift |
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Poster
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Tue 10:30 |
Leveraging unlabeled data to predict out-of-distribution performance Saurabh Garg · Sivaraman Balakrishnan · Zachary Lipton · Behnam Neyshabur · Hanie Sedghi |
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Oral
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Wed 9:00 |
Fine-Tuning can Distort Pretrained Features and Underperform Out-of-Distribution Ananya Kumar · Aditi Raghunathan · Robbie Jones · Tengyu Ma · Percy Liang |
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Poster
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Tue 2:30 |
Handling Distribution Shifts on Graphs: An Invariance Perspective Qitan Wu · Hengrui Zhang · Junchi Yan · David Wipf |
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Poster
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Mon 2:30 |
MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts Victor Weixin Liang · James Y Zou |
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Poster
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Tue 18:30 |
Fine-Tuning can Distort Pretrained Features and Underperform Out-of-Distribution Ananya Kumar · Aditi Raghunathan · Robbie Jones · Tengyu Ma · Percy Liang |
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Poster
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Wed 18:30 |
Tracking the risk of a deployed model and detecting harmful distribution shifts Aleksandr Podkopaev · Aaditya Ramdas |
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Workshop
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Transfer Fairness under Distribution Shifts Bang An · Zora Che · Mucong Ding · Furong Huang |
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Poster
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Wed 2:30 |
Mapping conditional distributions for domain adaptation under generalized target shift Matthieu Kirchmeyer · alain rakotomamonjy · Emmanuel de Bézenac · patrick gallinari |
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Poster
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Tue 10:30 |
LOSSY COMPRESSION WITH DISTRIBUTION SHIFT AS ENTROPY CONSTRAINED OPTIMAL TRANSPORT Huan Liu · George Zhang · Jun Chen · Ashish Khisti |
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Oral
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Wed 9:30 |
A Fine-Grained Analysis on Distribution Shift Olivia Wiles · Sven Gowal · Florian Stimberg · Sylvestre-Alvise Rebuffi · Ira Ktena · Krishnamurthy Dvijotham · Ali Taylan Cemgil |
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Poster
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Mon 2:30 |
A Fine-Grained Analysis on Distribution Shift Olivia Wiles · Sven Gowal · Florian Stimberg · Sylvestre-Alvise Rebuffi · Ira Ktena · Krishnamurthy Dvijotham · Ali Taylan Cemgil |