PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks
Nan Ding, Xi Chen, Tomer Levinboim, Soravit Changpinyo, Radu Soricut
Topics & Concepts
Computer scienceTransferabilityHeuristicsMetric (unit)Machine learningArtificial intelligenceSelection (genetic algorithm)Task (project management)Bayesian probabilityTransfer of learningNatural language processingManagementEconomicsLogitOperations managementOperating systemMultimodal Machine Learning ApplicationsDomain Adaptation and Few-Shot LearningMachine Learning and Algorithms