Jeffrey A. Bilmes
Jeffrey A. Bilmes
Professor of Electrical Engineering and Computer Science, University of Washington Seattle
Verifierad e-postadress på uw.edu - Startsida
TitelCiteras avÅr
A gentle tutorial of the EM algorithm and its application to parameter estimation for Gaussian mixture and hidden Markov models
JA Bilmes
International Computer Science Institute 4 (510), 126, 1998
31411998
Optimizing matrix multiply using PHiPAC: a portable, high-performance, ANSI C coding methodology
J Bilmes, K Asanovic, CW Chin, J Demmel
International Conference on Supercomputing 27, 1997
7071997
Deep canonical correlation analysis
G Andrew, R Arora, J Bilmes, K Livescu
International conference on machine learning, 1247-1255, 2013
6882013
A class of submodular functions for document summarization
H Lin, J Bilmes
Proceedings of the 49th Annual Meeting of the Association for Computational …, 2011
4782011
Unsupervised pattern discovery in human chromatin structure through genomic segmentation
MM Hoffman, OJ Buske, J Wang, Z Weng, JA Bilmes, WS Noble
Nature methods 9 (5), 473, 2012
4292012
Integrative annotation of chromatin elements from ENCODE data
MM Hoffman, J Ernst, SP Wilder, A Kundaje, RS Harris, M Libbrecht, ...
Nucleic acids research 41 (2), 827-841, 2012
3762012
Factored language models and generalized parallel backoff
JA Bilmes, K Kirchhoff
Proceedings of the 2003 Conference of the North American Chapter of the …, 2003
3512003
On deep multi-view representation learning
W Wang, R Arora, K Livescu, J Bilmes
International Conference on Machine Learning, 1083-1092, 2015
2922015
Multi-document summarization via budgeted maximization of submodular functions
H Lin, J Bilmes
Human Language Technologies: The 2010 Annual Conference of the North …, 2010
2822010
What HMMs can do
JA Bilmes
IEICE TRANSACTIONS on Information and Systems 89 (3), 869-891, 2006
2672006
The graphical models toolkit: An open source software system for speech and time-series processing
J Bilmes, G Zweig
2002 IEEE International Conference on Acoustics, Speech, and Signal …, 2002
2542002
MVA processing of speech features
CP Chen, JA Bilmes
IEEE Transactions on Audio, Speech, and Language Processing 15 (1), 257-270, 2006
2522006
Transmembrane topology and signal peptide prediction using dynamic bayesian networks
SM Reynolds, L Käll, ME Riffle, JA Bilmes, WS Noble
PLoS computational biology 4 (11), e1000213, 2008
1942008
Dynamic bayesian multinets
JA Bilmes
Proceedings of the Sixteenth conference on Uncertainty in artificial …, 2000
1862000
Timing is of the Essence: Perceptual and Computational Techniques for Representing, Learning, and Reproducing Expressive Timing in Percussive Rhythm
JA Bilmes
MASSACHUSETTS INSTITUTE OF TECHNOLOGY, 1993
1701993
Submodularity beyond submodular energies: coupling edges in graph cuts
S Jegelka, J Bilmes
CVPR 2011, 1897-1904, 2011
1602011
Graphical model architectures for speech recognition
JA Bilmes, C Bartels
IEEE signal processing magazine 22 (5), 89-100, 2005
1512005
Submodular optimization with submodular cover and submodular knapsack constraints
RK Iyer, JA Bilmes
Advances in Neural Information Processing Systems, 2436-2444, 2013
1502013
A submodular-supermodular procedure with applications to discriminative structure learning
M Narasimhan, JA Bilmes
arXiv preprint arXiv:1207.1404, 2012
1312012
Learning mixtures of submodular shells with application to document summarization
H Lin, JA Bilmes
arXiv preprint arXiv:1210.4871, 2012
1302012
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