Isaac Gibbs

1. Adaptive Conformal Inference Under Distribution Shift
   2021/06/01 by Isaac Gibbs, Emmanuel J. Candès, Gibbs, Isaac +1 · 70 citations
   Computer Science · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Methodology (stat.ME)
2. Conformal Inference for Online Prediction with Arbitrary Distribution Shifts
   2022/08/17 by Isaac Gibbs, Gibbs, Isaac, Emmanuel J. Candès +1 · 26 citations
   Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Methodology (stat.ME) #Neural Networks and Applications #Time Series Analysis and Forecasting
3. Large language model validity via enhanced conformal prediction methods
   2024/06/14 by John J. Cherian, Isaac Gibbs, Cherian, John J. +3 · 2 voices · 28 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.LG #stat.ME #stat.ML
4. Conformal Prediction With Conditional Guarantees
   2023/05/22 by Isaac Gibbs, Gibbs, Isaac, John J. Cherian +3 · 26 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning and Algorithms #Methodology (stat.ME) #Statistical Methods and Inference