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6 Results
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Workshop
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Is Unsupervised Performance Estimation Impossible When Both Covariates and Labels shift? Lingjiao Chen · Matei Zaharia · James Zou |
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Poster
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Thu 14:00 |
Estimating and Explaining Model Performance When Both Covariates and Labels Shift Lingjiao Chen · Matei Zaharia · James Zou |
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Poster
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Tue 14:00 |
Agreement-on-the-line: Predicting the Performance of Neural Networks under Distribution Shift Christina Baek · Yiding Jiang · Aditi Raghunathan · J. Zico Kolter |
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Poster
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Tue 14:00 |
Anticipating Performativity by Predicting from Predictions Celestine Mendler-Dünner · Frances Ding · Yixin Wang |
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Workshop
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"Why did the Model Fail?": Attributing Model Performance Changes to Distribution Shifts Haoran Zhang · Harvineet Singh · Marzyeh Ghassemi · Shalmali Joshi |
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Poster
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Thu 9:00 |
HAPI: A Large-scale Longitudinal Dataset of Commercial ML API Predictions Lingjiao Chen · Zhihua Jin · Evan Sabri Eyuboglu · Christopher Ré · Matei Zaharia · James Zou |