Search Machine Learning Repository:
All publications by Murat Dundar
authors venues years



The Infinite Mixture of Infinite Gaussian Mixtures
Halid Z. Yerebakan, Bartek Rajwa and Murat Dundar
Advances in Neural Information Processing Systems 27, 2014


Bayesian Nonexhaustive Learning for Online Discovery and Modeling of Emerging Classes
Murat Dundar, Ferit Akova, Alan Qi and Bartek Rajwa
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Bayesian multiple instance learning: automatic feature selection and inductive transfer
Vikas C. Raykar, Balaji Krishnapuram, Jinbo Bi, Murat Dundar and R. B. Rao
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


Polyhedral classifier for target detection: a case study: colorectal cancer
Murat Dundar, Matthias Wolf, Sarang Lakare, Marcos Salganicoff and Vikas C. Raykar
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


Multiple Instance Learning for Computer Aided Diagnosis
Murat Dundar, Balaji Krishnapuram, R. B. Rao and Glenn M. Fung
Advances in Neural Information Processing Systems 19, 2006


A fast iterative algorithm for fisher discriminant using heterogeneous kernels
Glenn Fung, Murat Dundar, Jinbo Bi and R. B. Rao
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004