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Poster
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Wed 14:00
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Sequential Predictive Conformal Inference for Time Series
Chen Xu · Yao Xie
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Poster
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Wed 14:00
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Improved Online Conformal Prediction via Strongly Adaptive Online Learning
Aadyot Bhatnagar · Huan Wang · Caiming Xiong · Yu Bai
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Poster
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Thu 16:30
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Conformal Prediction Sets for Graph Neural Networks
Soroush H. Zargarbashi · Simone Antonelli · Aleksandar Bojchevski
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Workshop
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TRAC: Trustworthy Retrieval Augmented Chatbot
Shuo Li · Sangdon Park · Insup Lee · Osbert Bastani
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Poster
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Wed 17:00
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Conformal Prediction with Missing Values
Margaux Zaffran · Aymeric Dieuleveut · Julie Josse · Yaniv Romano
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Poster
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Thu 16:30
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Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control
Zhen Lin · Shubhendu Trivedi · Cao Xiao · Jimeng Sun
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Poster
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Thu 13:30
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One-Shot Federated Conformal Prediction
Pierre Humbert · Batiste Le Bars · Aurélien Bellet · Sylvain Arlot
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Poster
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Tue 14:00
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JAWS-X: Addressing Efficiency Bottlenecks of Conformal Prediction Under Standard and Feedback Covariate Shift
Drew Prinster · Suchi Saria · Anqi Liu
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Oral
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Wed 19:24
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JAWS-X: Addressing Efficiency Bottlenecks of Conformal Prediction Under Standard and Feedback Covariate Shift
Drew Prinster · Suchi Saria · Anqi Liu
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Workshop
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Empirically Validating Conformal Prediction on Modern Vision Architectures Under Distribution Shift and Long-tailed Data
Kevin Kasa · Graham Taylor
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Poster
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Wed 14:00
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Conformal Prediction for Federated Uncertainty Quantification Under Label Shift
Vincent Plassier · Mehdi Makni · Aleksandr Rubashevskii · Eric Moulines · Maxim Panov
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Poster
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Wed 17:00
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Improving Expert Predictions with Conformal Prediction
Eleni Straitouri · Luke Lequn Wang · Nastaran Okati · Manuel Gomez-Rodriguez
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