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13 Results

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Poster
Thu 8:45 Conformal PID Control for Time Series Prediction
Anastasios Angelopoulos · Emmanuel Candes · Ryan Tibshirani
Poster
Thu 8:45 Class-Conditional Conformal Prediction with Many Classes
Tiffany Ding · Anastasios Angelopoulos · Stephen Bates · Michael Jordan · Ryan Tibshirani
Poster
Wed 15:00 Conformal Prediction Sets for Ordinal Classification
Prasenjit Dey · Srujana Merugu · Sivaramakrishnan R Kaveri
Poster
Wed 8:45 CoDrug: Conformal Drug Property Prediction with Density Estimation under Covariate Shift
Siddhartha Laghuvarapu · Zhen Lin · Jimeng Sun
Workshop
Conformal Prediction via Regression-as-Classification
Etash Guha · Shlok Natarajan · Thomas Möllenhoff · Mohammad Emtiyaz Khan · Eugene Ndiaye
Workshop
On the Temperature of Bayesian Graph Neural Networks for Conformal Prediction
Seohyeon Cha · Honggu Kang · Joonhyuk Kang
Oral
Tue 14:10 Conformal Meta-learners for Predictive Inference of Individual Treatment Effects
Ahmed Alaa · Zaid Ahmad · Mark van der Laan
Workshop
Model-free selective inference and its applications to drug discovery
Ying Jin · Emmanuel Candes
Poster
Tue 15:15 Conformal Meta-learners for Predictive Inference of Individual Treatment Effects
Ahmed Alaa · Zaid Ahmad · Mark van der Laan
Poster
Wed 15:00 PAC-Bayes Generalization Certificates for Learned Inductive Conformal Prediction
Apoorva Sharma · Sushant Veer · Asher Hancock · Heng Yang · Marco Pavone · Anirudha Majumdar
Poster
Wed 8:45 Conformal Prediction for Time Series with Modern Hopfield Networks
Andreas Auer · Martin Gauch · Daniel Klotz · Sepp Hochreiter
Poster
Wed 15:00 Conformal Prediction for Uncertainty-Aware Planning with Diffusion Dynamics Model
Jiankai Sun · Yiqi Jiang · Jianing Qiu · Parth Nobel · Mykel J Kochenderfer · Mac Schwager