StateSpaceExpectationPropagation:EfficientInferenceSchemesforTemporalGaussianProcessesWilliamJ.Wilkinson1PaulE.Chang1MichaelRiisAndersen2ArnoSolin1AbstractFiltering/Forwardpass→←Smoothing/Backwar...
MaximumLikelihoodwithBias-CorrectedCalibrationisHard-To-BeatatLabelShiftAdaptationAmrM.Alexandari1AnshulKundaje12AvantiShrikumar1Abstract1.IntroductionLabelshiftreferstothephenomenonwheretheImagine...
ScalableMulti-ClassGaussianProcessClassificationusingExpectationPropagationCarlosVillacampa-Calvo1DanielHerna´ndez-Lobato1Abstractless,inspiteoftheseadvantages,GPsscalepoorlytolargedatasetsbecause...