Improving the performance of lightweight CNNs for binary classification using quadratic mutual information regularization
Maria Tzelepi, Anastasios Tefas
Topics & Concepts
Computer scienceBinary classificationRegularization (linguistics)Binary numberHinge lossArtificial intelligenceConvolutional neural networkEntropy (arrow of time)Mutual informationQuadratic equationGeneralizationPattern recognition (psychology)Cross entropyMachine learningMathematicsSupport vector machineQuantum mechanicsArithmeticMathematical analysisGeometryPhysicsAdvanced Neural Network ApplicationsVideo Surveillance and Tracking MethodsMachine Learning and ELM