John J. Cherian

1. Conformal Prediction With Conditional Guarantees
   2023/05/22 by Isaac Gibbs, Gibbs, Isaac, John J. Cherian +3 · 23 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
2. Large language model validity via enhanced conformal prediction methods
   2024/06/14 by John J. Cherian, Isaac Gibbs, Cherian, John J. +3 · 2 voices · 22 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.LG #stat.ME #stat.ML
3. Statistical Inference for Fairness Auditing
   2023/05/05 by John J. Cherian, Cherian, John J., Emmanuel J. Candès +1 · 5 citations
   Computer Science · Decision Sciences · Social Sciences · #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Methodology (stat.ME)