Valery Manokhin

1. Classifier Calibration at Scale: An Empirical Study of Model-Agnostic Post-Hoc Methods
   2026/01/19 by Valery Manokhin, Daniel Grønhaug · 1 voice · 1 citation
   Computer Science · Mathematics · #cs.LG #stat.AP #stat.ML
2. Training-Free Probabilistic Time-Series Forecasting with Conformal Seasonal Pools
   2026/05/05 by Valery Manokhin · 1 voice · 1 citation
   Mathematics · Computer Science · #stat.ML #cs.LG
3. The Manokhin Probability Matrix: A Diagnostic Framework for Classifier Probability Quality
   2026/04/01 by Valery Manokhin · 1 voice
   Computer Science · Mathematics · #Benchmark (surveying) #Binary number #Brier score #Calibration #Classifier (UML) #Explainable Artificial Intelligence (XAI) #Imbalanced Data Classification Techniques #Machine Learning and Data Classification #Pattern recognition (psychology) #Robustness (evolution) #Scoring rule #Suite #cs.LG #stat.ML
4. Report the Floor: A Training-Free Conformal Interval Is a Mandatory Baseline for Probabilistic Time-Series Forecasting
   2026/06/08 by Valery Manokhin · 1 voice
   Mathematics · Computer Science · #stat.ML #cs.LG