Valery Manokhin
2 papers · Latest:
Statistical Machine Learning
The Manokhin Probability Matrix: A Diagnostic Framework for Classifier Probability Quality
The Manokhin Probability Matrix offers a 2D diagnostic framework to separate classifier reliability and resolution, guiding targeted improvements.
2605.03816
Statistical Machine LearningTraining-Free Probabilistic Time-Series Forecasting with Conformal Seasonal Pools
A new training-free probabilistic time-series forecaster, CSP, significantly outperforms DeepNPTS in accuracy and speed, crucial for critical applications.
2605.03789
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