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8 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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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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Workshop
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Fri 9:00 |
A Human-Centric Take on Model Monitoring Murtuza Shergadwala · Himabindu Lakkaraju · Krishnaram Kenthapadi |
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Affinity Workshop
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Trust Me Not: Trust Scoring for Continuous Model Monitoring Nandita Bhaskhar · Daniel Rubin · Christopher Lee-Messer |
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Workshop
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Fri 1:00 |
Challenges in Deploying and Monitoring Machine Learning Systems Alessandra Tosi · Andrei Paleyes · Christian Cabrera · Fariba Yousefi · S Roberts |
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Workshop
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Fri 14:00 |
Panel Discussion: Challenges and lessons learned in deploying ML time series models |
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Poster
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Thu 9:00 |
Learning General World Models in a Handful of Reward-Free Deployments Yingchen Xu · Jack Parker-Holder · Aldo Pacchiano · Philip Ball · Oleh Rybkin · S Roberts · Tim Rocktäschel · Edward Grefenstette |
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Workshop
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Deployment of deep models for intra-operative margin assessment using mass spectrometry Amoon Jamzad · Laura Connolly · Fahimeh Fooladgar · Martin Kaufmann · Kevin Yi Mi Ren · Shaila Merchant · Jay Engel · Sonal Varma · Purang Abolmaesumi · Gabor Fichtinger · John Rudan · Parvin Mousavi |