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Invited Talk
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Tue 12:30 |
Conformal Prediction in 2022 Emmanuel Candes |
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Workshop
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Investigating the conformational landscape of AlphaFold2-predicted protein kinase structures Carmen Al Masri · Francesco Trozzi · Marcel Patek · Anna Cichonska · Balaguru Ravikumar · Rayees Rahman |
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Workshop
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Conformal Prediction for Resource Prioritisation in Predicting Rare and Dangerous Outcomes Varun Babbar · Umang Bhatt · Miri Zilka · Adrian Weller |
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Workshop
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Predicting conformational landscapes of known and putative fold-switching proteins using AlphaFold2 Hannah Wayment-Steele · Sergey Ovchinnikov · Lucy Colwell · Dorothee Kern |
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Poster
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Tue 14:00 |
Conformal Prediction with Temporal Quantile Adjustments Zhen Lin · Shubhendu Trivedi · Jimeng Sun |
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Workshop
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Sat 7:30 |
Predicting conformational landscapes of known and putative fold-switching proteins using AlphaFold2 Hannah Wayment-Steele · Sergey Ovchinnikov · Lucy Colwell · Dorothee Kern |
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Poster
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Wed 9:00 |
Practical Adversarial Multivalid Conformal Prediction Osbert Bastani · Varun Gupta · Christopher Jung · Georgy Noarov · Ramya Ramalingam · Aaron Roth |
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Poster
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Tue 14:00 |
JAWS: Auditing Predictive Uncertainty Under Covariate Shift Drew Prinster · Anqi Liu · Suchi Saria |
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Poster
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Wed 14:00 |
Conformalized Fairness via Quantile Regression Meichen Liu · Lei Ding · Dengdeng Yu · Wulong Liu · Linglong Kong · Bei Jiang |
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Workshop
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Few-Shot Calibration of Set Predictors via Meta-Learned Cross-Validation-Based Conformal Prediction Sangwoo Park · Kfir M. Cohen · Osvaldo Simeone |
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Poster
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Thu 9:00 |
Conformal Off-Policy Prediction in Contextual Bandits Muhammad Faaiz Taufiq · Jean-Francois Ton · Rob Cornish · Yee Whye Teh · Arnaud Doucet |
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Poster
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Thu 14:00 |
PAC Prediction Sets for Meta-Learning Sangdon Park · Edgar Dobriban · Insup Lee · Osbert Bastani |