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16 Results
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Workshop
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Runtime Monitors for Operational Design Domains of Black-Box ML-Models Hazem Torfah · Sanjit A. Seshia |
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Workshop
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Improving the predictions of ML-corrected climate models with novelty detection Clayton Sanford · Anna Kwa · Oliver Watt-Meyer · Spencer K. Clark · Noah Brenowitz · Jeremy McGibbon · Christopher S. Bretherton |
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Workshop
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Uncertainty quantification methods for ML-based surrogate models of scientific applications Kishore Basu · Yujia Hao · Delphine Hintz · Dev Shah · Aaron Palmer · Gurpreet Singh Hora · Darian Nwankwo · Laurent White |
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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 |
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Workshop
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AutoSlicer: Scalable Automated Data Slicing for ML Model Analysis Zifan Liu · Evan Rosen · Paul Suganthan |
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Workshop
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A Global Classification Model for Cities using ML Mohamed Elhabashy · Doron Hazan · Mohanned ElKholy · Omer Mousa · Norhan Bayomi · Matias Williams · John Fernandez |
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Workshop
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Spatiotemporal modeling of European paleoclimate using doubly sparse Gaussian processes Seth Axen · Alexandra Gessner · Christian Sommer · Nils Weitzel · Álvaro Tejero-Cantero |
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Workshop
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Fri 3:50 |
Desiderata for next generation of ML model serving Sherif Akoush · Andrei Paleyes · Arnaud Van Looveren · Clive Cox |
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Workshop
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Fri 9:00 |
AutoSlicer: Scalable Automated Data Slicing for ML Model Analysis Zifan Liu · Evan Rosen · Paul Suganthan |
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Workshop
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The Design Space of Pre-Trained Models Meredith Morris · Carrie Cai · Jess Holbrook · Chinmay Kulkarni · Michael Terry |
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Expo Talk Panel
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Mon 13:00 |
Adapt and Optimize ML Models for Hardware-Aware AI Di Wu |
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Poster
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Wed 9:00 |
Picking on the Same Person: Does Algorithmic Monoculture lead to Outcome Homogenization? Rishi Bommasani · Kathleen A. Creel · Ananya Kumar · Dan Jurafsky · Percy Liang |