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26 Results
Poster
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Thu 14:00 |
Regularized Molecular Conformation Fields Lihao Wang · Yi Zhou · Yiqun Wang · Xiaoqing Zheng · Xuanjing Huang · Hao Zhou |
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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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Thu 14:00 |
PAC Prediction Sets for Meta-Learning Sangdon Park · Edgar Dobriban · Insup Lee · Osbert Bastani |
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Poster
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Wed 9:00 |
Torsional Diffusion for Molecular Conformer Generation Bowen Jing · Gabriele Corso · Jeffrey Chang · Regina Barzilay · Tommi Jaakkola |
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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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Poster
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Tue 14:00 |
Training Uncertainty-Aware Classifiers with Conformalized Deep Learning Bat-Sheva Einbinder · Yaniv Romano · Matteo Sesia · Yanfei Zhou |
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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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Wed 14:00 |
Conformalized Fairness via Quantile Regression Meichen Liu · Lei Ding · Dengdeng Yu · Wulong Liu · Linglong Kong · Bei Jiang |
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Poster
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Tue 9:00 |
Function Classes for Identifiable Nonlinear Independent Component Analysis Simon Buchholz · Michel Besserve · Bernhard Schölkopf |
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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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Conformal Frequency Estimation with Sketched Data Matteo Sesia · Stefano Favaro |
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Invited Talk
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Tue 12:30 |
Conformal Prediction in 2022 Emmanuel Candes |