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7 Results
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Poster
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Tue 14:00 |
Deep Ensembles Work, But Are They Necessary? Taiga Abe · Estefany Kelly Buchanan · Geoff Pleiss · Richard Zemel · John Cunningham |
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Poster
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Tue 14:00 |
Evaluating Robustness to Dataset Shift via Parametric Robustness Sets Nikolaj Thams · Michael Oberst · David Sontag |
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Workshop
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A Synthetic Limit Order Book Dataset for Benchmarking Forecasting Algorithms under Distributional Shift Defu Cao · Yousef El-Laham · Loc Trinh · Svitlana Vyetrenko · Yan Liu |
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Poster
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A Greek Parliament Proceedings Dataset for Computational Linguistics and Political Analysis Konstantina Dritsa · Aikaterini Thoma · Ioannis Pavlopoulos · Panos Louridas |
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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 |
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Poster
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Tue 9:00 |
Quality Not Quantity: On the Interaction between Dataset Design and Robustness of CLIP Thao Nguyen · Gabriel Ilharco · Mitchell Wortsman · Sewoong Oh · Ludwig Schmidt |
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Poster
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Tue 9:00 |
Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts Neeraj Wagh · Jionghao Wei · Samarth Rawal · Brent M Berry · Yogatheesan Varatharajah |