Luca Cazzanti's Web Site

"Generative Models for Similarity-Based Classification," L. Cazzanti, M. R. Gupta, and A. J. Koppal, Pattern Recognition (to appear) 2008.

"Generative Models for Similarity-based Classification," L. Cazzanti, Ph.D. dissertation, University of Washington, Seattle, 2007.

"Local Similarity Discriminant Analysis," L. Cazzanti and M. R. Gupta, Intl. Conf. Machine Learning (ICML), 2007.

"Maximum Entropy Generative Models for Similarity-based Learning," M. R. Gupta, L. Cazzanti and A. Koppal, Proc. of the IEEE Intl. Symposium on Information Theory, 2007.

"Information-theoretic and Set-theoretic Similarity," L. Cazzanti and M. R. Gupta, Proc. of the IEEE Intl. Symposium on Information Theory, 2006.

"Optimal Estimation for Nearest Neighbor Classifiers," M. R. Gupta, S. Srivastava and L. Cazzanti, Submitted for journal publication, 2006.

"Reverse Engineering the Sound of Jazz," L. Cazzanti, V. Hasbrook, M. R. Gupta, UW EE Technical Report Series 2006-0011.

"Minimum Expected Risk Probability Estimates for Nonparametric Neighborhood Classifiers," Maya R. Gupta, Luca Cazzanti, and Santosh Srivastava, Proceedings of the IEEE Workshop on Statistical Signal Processing, 2005.

"Quality assessment of low free-energy protein structure predictions," L. Cazzanti, M. R. Gupta, L. Malmstroem, and D. Baker, Proceedings of the IEEE Workshop on Machine Learning for Signal Processing, 2005.

"Feature-based Modulation Classification Using Circular Statistics," K. Davidson, L. Cazzanti, J. Pitton. and J. Goldschneider, MILCOM 2004.

"Automatic Identification of Sound Recordings," V. Venkatachalam, L. Cazzanti, N. Dhillon, and M. Wells, IEEE Signal Processing Magazine, March 2004.

"Parameter Extraction with Neural Networks", L. Cazzanti, M. Khan, and F. Cerrina, SPIE 23rd Annual Symposium on Microlithography, Santa Clara, California, February 1998.

"Lithography Parameter Extraction and Optimization Using Neural Networks," L. Cazzanti, Master's Thesis, University of Wisconsin-Madison, December 1997.

Patents

"Automatic Identification of Sound Recordings," Wells, Venkatachalam, Cazzanti, Cheung, Dhillon, and Sukittanon, USPTO N. 7328153, Feb 5, 2008.



Home Publications CV
Publications		"Generative Models for Similarity-Based Classification," L. Cazzanti, M. R. Gupta, and A. J. Koppal, Pattern Recognition (to appear) 2008. "Generative Models for Similarity-based Classification," L. Cazzanti, Ph.D. dissertation, University of Washington, Seattle, 2007. "Local Similarity Discriminant Analysis," L. Cazzanti and M. R. Gupta, Intl. Conf. Machine Learning (ICML), 2007. "Maximum Entropy Generative Models for Similarity-based Learning," M. R. Gupta, L. Cazzanti and A. Koppal, Proc. of the IEEE Intl. Symposium on Information Theory, 2007. "Information-theoretic and Set-theoretic Similarity," L. Cazzanti and M. R. Gupta, Proc. of the IEEE Intl. Symposium on Information Theory, 2006. "Optimal Estimation for Nearest Neighbor Classifiers," M. R. Gupta, S. Srivastava and L. Cazzanti, Submitted for journal publication, 2006. "Reverse Engineering the Sound of Jazz," L. Cazzanti, V. Hasbrook, M. R. Gupta, UW EE Technical Report Series 2006-0011. "Minimum Expected Risk Probability Estimates for Nonparametric Neighborhood Classifiers," Maya R. Gupta, Luca Cazzanti, and Santosh Srivastava, Proceedings of the IEEE Workshop on Statistical Signal Processing, 2005. "Quality assessment of low free-energy protein structure predictions," L. Cazzanti, M. R. Gupta, L. Malmstroem, and D. Baker, Proceedings of the IEEE Workshop on Machine Learning for Signal Processing, 2005. "Feature-based Modulation Classification Using Circular Statistics," K. Davidson, L. Cazzanti, J. Pitton. and J. Goldschneider, MILCOM 2004. "Automatic Identification of Sound Recordings," V. Venkatachalam, L. Cazzanti, N. Dhillon, and M. Wells, IEEE Signal Processing Magazine, March 2004. "Parameter Extraction with Neural Networks", L. Cazzanti, M. Khan, and F. Cerrina, SPIE 23rd Annual Symposium on Microlithography, Santa Clara, California, February 1998. "Lithography Parameter Extraction and Optimization Using Neural Networks," L. Cazzanti, Master's Thesis, University of Wisconsin-Madison, December 1997. Patents "Automatic Identification of Sound Recordings," Wells, Venkatachalam, Cazzanti, Cheung, Dhillon, and Sukittanon, USPTO N. 7328153, Feb 5, 2008.