inference mechanisms; learning (artificial intelligence); pattern classification; regression analysis; EM based inference method; OR-LR framework; OR-LR model; OR-LR performance; OR-ed logistic regression model; audio bird song; classification accuracy; image annotation dataset; kernel-based instance annotation; linearly inseparable data; logistic regression function; multiinstance multilabel learning; regularized kernel-based extension; synthetic dataset; Accuracy; Birds; Inference algorithms; Kernel; Logistics; Prediction algorithms; Vectors; Instance annotation; kernel-based learning; multi instance multi label learning; regularization;
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