Out-of-distribution generalization from labelled and unlabelled gene expression data for drug response prediction
Hossein Sharifi-Noghabi, Parsa Alamzadeh Harjandi, Olga Zolotareva, Colin C. Collins, Martin Ester
Topics & Concepts
GeneralizationComputer scienceConsistency (knowledge bases)Transfer of learningPharmacogenomicsLabeled dataDrug responseArtificial intelligenceMachine learningDistribution (mathematics)Domain (mathematical analysis)Data miningDrugMathematicsBioinformaticsMedicineBiologyPsychiatryMathematical analysisMolecular Biology Techniques and ApplicationsDomain Adaptation and Few-Shot LearningMachine Learning in Bioinformatics