OREGON STATE UNIVERSITY

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Found 36 results
Filters: Author is Fern, Xiaoli Z.  [Clear All Filters]
2013
Chen, Y., A. Groce, C. Zhang, W-K. Wong, X. Z. Fern, E. Eide, and J. Regehr, "Taming compiler fuzzers", ACM SIGPLAN Conference on Programming Language Design and Implementation: Seattle, Washington, pp. 197-208, 06/2013.
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, X. Z. Fern, G. Borradaile, and B. Heeringa, "Batch Active Learning via Coordinated Matching", International Conference on Machine Learning (ICML), Edinburgh, Scotland, 07/2012.
Liu, L-P., and X. Z. Fern, "Constructing Training Sets for Outlier Detection", Proceedings of SIAM International Conference on Data Mining, Anaheim, California, pp. 919-929, 04/2012.
Azimi, J., A. Jalali, and X. Z. Fern, "Hybrid Batch Bayesian Optimization", International Conference on Machine Learning (ICML 2012), Edinburgh, Scotland, 07/2012.
Azimi, J., R. Zhang, Y. Zhou, V. Navalpakkam, J. Mao, and X. Z. Fern, "The impact of visual appearance on user response in online display advertising", Proceedings of the 21st World Wide Web Conference (WWW 2012), Lyon, France, ACM Press, pp. 457, 04/2012.
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.
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.
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. Jalali, and X. Z. Fern, "Dynamic Batch Bayesian Optimization", CoRR, vol. abs/1110.3347, 12/2011.
Sorower, S., T. G. Dietterich, J R. Doppa, W. Orr, P. Tadepalli, and X. Z. Fern, "Inverting Grice's Maxims to Learn Rules from Natural Language Extractions", 2011 Conference on Neural Information Processing Systems (NIPS-2011), Granada, Spain, pp. 1053-1061, 12/2011.
Sorower, M S., T. G. Dietterich, J R. Doppa, P. Tadepalli, and X. Z. Fern, "Learning Rules from Incomplete Examples via a Probabilistic Mention Model", IJCAI 2011 Workshop on Learning by Reading and its Applications in Intelligent Question-Answering, Barcelona, Catalonia, Spain, 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.
2010
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.
Cui, Y., X. Z. Fern, and J. G. Dy, "Learning multiple nonredundant clusterings", ACM Transactions on Knowledge Discovery from Data, vol. 4, issue 3, pp. 1 - 32, 10/2010.
Fern, X. Z., C. Komireddy, V. Grigoreanu, and M. M. Burnett, "Mining problem-solving strategies from HCI data", ACM Transactions on Computer-Human Interaction, vol. 17, issue 1, pp. 1 - 22, 03/2010.
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., X. Z. Fern, A. Fern, E. Burrows, F. Chaplen, Y. Fan, H. Liu, J. Jaio, and R. Schaller, "Myopic Policies for Budgeted Optimization with Constrained Experiments", AAAI, Atlanta, Georgia, pp. AAAI Conference on Artificial Intelligence (AAAI-10), 07/2010.
2009
Azimi, J., and X. Z. Fern, "Adaptive cluster ensemble selection", Proceedings of the 21st international jont conference on Artifical intelligence, San Francisco, CA, Morgan Kaufmann Publishers Inc., pp. 992–997, 07/2009.
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.
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.
Zhang, W., A. Surve, X. Z. Fern, and T. G. Dietterich, "Learning non-redundant codebooks for classifying complex objects", Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09, Montreal, Quebec, Canada, ACM Press, pp. 1 - 8, 06/2009.
Burrows, E. H., W-K. Wong, X. Z. Fern, F. W. R. Chaplen, and R. L. Ely, "Optimization of pH and nitrogen for enhanced hydrogen production by Synechocystis sp. PCC 6803 via statistical and machine learning methods", Biotechnology Progress, vol. 25, issue 4, pp. 1009 - 1017, 07/2009.

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