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Briggs, F., X. Z. Fern, and R. Raich, "Rank-loss support instance machines for MIML instance annotation", CM SIGKDD Conf. on Knowledge Discovery and Data Mining, Beijing, China, ACM Press, pp. 534-542, 08/2012.
Behmardi, B., F. Briggs, X. Z. Fern, and R. Raich, "Regularized joint density estimation for multi-instance learning", IEEE Statistical Signal Processing Workshop (SSP), Ann Arbor, MI, IEEE, pp. 740 - 743, 08/2012.
Briggs, F., B. Lakshminarayanan, L. Neal, X. Z. Fern, R. Raich, S. J. K. Hadley, A. S. Hadley, and M. G. Betts, "Acoustic classification of multiple simultaneous bird species: A multi-instance multi-label approach", The Journal of the Acoustical Society of America, vol. 131, issue 6, pp. 4640-50, 06/2012.
Azimi, J., A. Fern, and X. Z. Fern, "Budgeted Optimization with Concurrent Stochastic-Duration Experiments", Advances in Neural Information Processing Systems 24, Granada, Spain, pp. 1098–1106, 12/2011.
Azimi, J., A. Fern, and X. Z. Fern, "Active Function Optimization with Multiple Stochastic-Duration Experiments", ICML Workshop on Combining Learning Strategies to Reduce Label Cost, Bellevue, Washington, 07/2011.
Doppa, J. R., M. NasrEsfahani, M. S. Sorower, J. Irvine, T. G. Dietterich, X. Z. Fern, and P. Tadepalli, "Learning Rules from Incomplete Examples via Observation Models", IJCAI 2011 Workshop on Learning by Reading and its Applications in Intelligent Question-Answering, Barcelona, Catalonia, Spain, 07/2011.
Neal, L., F. Briggs, R. Raich, and X. Z. Fern, "Time-frequency segmentation of bird song in noisy acoustic environments", 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Prague, Czech Republic, IEEE, pp. 2012 - 2015, 05/2011.
Azimi, J., A. Fern, and X. Z. Fern, "Batch Bayesian Optimization via Simulation Matching", Advances in Neural Information Processing Systems 23, pp. 109–117, 12/2010.
Fern, X. Z., I. Davidson, and J. G. Dy, "MultiClust 2010: discovering, summarizing and using multiple clusterings", ACM SIGKDD Explorations Newsletter, vol. 12, issue 2, pp. 47, 12/2010.
Azimi, J., P. Cull, and X. Z. Fern, "Clustering Ensembles Using Ants Algorithm", Proceedings of the 3rd International Work-Conference on The Interplay Between Natural and Artificial Computation: Part I: Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira's Scientific Legacy, Berlin, Heidelberg, Springer-Verlag, pp. 295–304, 2009.
Briggs, F., R. Raich, and X. Z. Fern, "Audio Classification of Bird Species: A Statistical Manifold Approach", Ninth IEEE International Conference on Data Mining (ICDM), Miami Beach, FL, IEEE, pp. 51 - 60, 12/2009.