Auflistung nach Schlagwort "classifier"

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  • Ensuring generalized fairness in batch classification 
    Pal, Manjish; Pokhriyal, Subham; Sikdar, Sandipan; Ganguly, Niloy ([London] : Macmillan Publishers Limited, part of Springer Nature, 2023)
    In this paper, we consider the problem of batch classification and propose a novel framework for achieving fairness in such settings. The problem of batch classification involves selection of a set of individuals, often ...
  • Iterative re-weighted instance transfer for domain adaptation 
    Paul, Andreas; Rottensteiner, Franz; Heipke, Christian (Göttingen : Copernicus GmbH, 2016)
    Domain adaptation techniques in transfer learning try to reduce the amount of training data required for classification by adapting a classifier trained on samples from a source domain to a new data set (target domain) ...