Litcius/Paper detail

Endowing data-driven models with rejection ability: Out-of-distribution detection and confidence estimation for black-box models of building energy systems

Xinbin Liang, Xu Zhu, Kang Chen, Siliang Chen, Xinqiao Jin, Zhimin Du

2022Energy13 citationsDOI

Topics & Concepts

Computer scienceData miningMargin (machine learning)Entropy (arrow of time)Model selectionPrinciple of maximum entropyMachine learningArtificial intelligencePhysicsQuantum mechanicsAnomaly Detection Techniques and ApplicationsBuilding Energy and Comfort OptimizationFault Detection and Control Systems
Endowing data-driven models with rejection ability: Out-of-distribution detection and confidence estimation for black-box models of building energy systems | Litcius