Ivan Petej

1. Large-scale probabilistic predictors with and without guarantees of\n validity
   2015/11/01 by Vladimir Vovk, Vovk, Vladimir, Ivan Petej +4 · 6 citations
   Computer Science · #68T05 #Algorithms and Data Compression #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications #Time Series Analysis and Forecasting
2. Criteria of efficiency for conformal prediction
   2016/03/14 by Vladimir Vovk, Ilia Nouretdinov, Vovk, Vladimir +7 · 5 citations
   Computer Science · Mathematics · #68T05 #Advanced Statistical Methods and Models #Computational Drug Discovery Methods #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Statistical Methods and Inference
3. Venn-Abers predictors
   2012/10/31 by Vladimir Vovk, Ivan Petej, Vovk, Vladimir +1 · 5 citations
   Computer Science · #Machine Learning and Data Classification #Neural Networks and Applications #Bayesian Modeling and Causal Inference
4. Conformal calibrators
   2019/02/18 by Vladimir Vovk, Ivan Petej, Vovk, Vladimir +5 · 5 citations
   Decision Sciences · Engineering · #68T05 #Control Systems and Identification #FOS: Computer and information sciences #Fault Detection and Control Systems #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probabilistic and Robust Engineering Design
5. Retrain or not retrain: Conformal test martingales for change-point detection
   2021/02/20 by Vladimir Vovk, Ivan Petej, Vovk, Vladimir +9 · 5 citations
   Computer Science · #60G42 #68Q32 (Primary) 62G10 #68T05 (Secondary) #Bayesian Modeling and Causal Inference #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Time Series Analysis and Forecasting