Danijel Kivaranovic
- Conformal prediction intervals for the individual treatment effect
2020/06/02 by Danijel Kivaranovic, Kivaranovic, Danijel, Robin Ristl +5 · 4 citations
Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference #Statistical Methods in Clinical Trials
- A (tight) upper bound for the length of confidence intervals with conditional coverage
2020/07/24 by Danijel Kivaranovic, Hannes Leeb, Kivaranovic, Danijel +1 · 2 citations
Mathematics · #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistical Methods in Clinical Trials
- Adaptive, Distribution-Free Prediction Intervals for Deep Networks
2019/05/25 by Danijel Kivaranovic, Kivaranovic, Danijel, Kory D. Johnson +3 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification