1. Pierre Baldi . 2012 . Autoencoders, unsupervised learning, and deep architectures . In Proceedings of ICML workshop on unsupervised and transfer learning. JMLR Workshop and Conference Proceedings, PMLR , Bellevue, Washington, USA, 37--49. Pierre Baldi. 2012. Autoencoders, unsupervised learning, and deep architectures. In Proceedings of ICML workshop on unsupervised and transfer learning. JMLR Workshop and Conference Proceedings, PMLR, Bellevue, Washington, USA, 37--49.
2. Convex formulation of multiple instance learning from positive and unlabeled bags
3. Teresa Basile , Nicola Di Mauro , Floriana Esposito , Stefano Ferilli , and Antonio Vergari . 2017 . Density estimators for positive-unlabeled learning . In International Workshop on New Frontiers in Mining Complex Patterns. Springer, Springer International Publishing, Cham, 49--64 . Teresa Basile, Nicola Di Mauro, Floriana Esposito, Stefano Ferilli, and Antonio Vergari. 2017. Density estimators for positive-unlabeled learning. In International Workshop on New Frontiers in Mining Complex Patterns. Springer, Springer International Publishing, Cham, 49--64.
4. Learning from positive and unlabeled data: a survey
5. Rank-loss support instance machines for MIML instance annotation