Stability-based PAC-Bayes analysis for multi-view learning algorithms
Shiliang Sun, Mengran Yu, John Shawe‐Taylor, Liang Mao
Topics & Concepts
Stability (learning theory)Computer scienceRegularization (linguistics)GeneralizationMachine learningUpper and lower boundsArtificial intelligenceProbably approximately correct learningConsistency (knowledge bases)AlgorithmBayes' theoremExploitGeneralization errorComputationMathematicsBayesian probabilityComputer securityMathematical analysisSparse and Compressive Sensing TechniquesFace and Expression RecognitionDomain Adaptation and Few-Shot Learning