Alex Gammerman

1. Learning by Transduction
   2013/01/30 by Alex Gammerman, Gammerman, Alex, Vladimir Vapnik +2 · 23 citations
   Computer Science · Physics and Astronomy · #Neural Networks and Applications #Statistical Mechanics and Entropy #Evolutionary Algorithms and Applications
2. Criteria of efficiency for conformal prediction
   2016/03/14 by Vladimir Vovk, Vovk, Vladimir, Ilia Nouretdinov +7 · 4 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. Inductive Conformal Martingales for Change-Point Detection
   2017/06/11 by Denis Volkhonskiy, Ilia Nouretdinov, Volkhonskiy, Denis +7 · 4 citations
   Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #Advanced Statistical Process Monitoring #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Inference
4. Conformal calibrators
   2019/02/18 by Vladimir Vovk, Ivan Petej, Vovk, Vladimir +5 · 4 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 · 3 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
6. Calibrated Large Language Models for Binary Question Answering
   2024/07/01 by Patrizio Giovannotti, Giovannotti, Patrizio, Alex Gammerman +1 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech and dialogue systems #Topic Modeling
7. Conformal testing: binary case with Markov alternatives
   2021/11/02 by Vladimir Vovk, Ilia Nouretdinov, Vovk, Vladimir +3 · 1 citation
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Statistical Methods and Inference #Machine Learning and Algorithms