Jeffrey A. Bilmes
TitleCited byYear
An integrated encyclopedia of DNA elements in the human genome
ENCODE Project Consortium
Nature 489 (7414), 57, 2012
93172012
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
32111998
Deep canonical correlation analysis
G Andrew, R Arora, J Bilmes, K Livescu
International conference on machine learning, 1247-1255, 2013
7502013
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
7111997
A class of submodular functions for document summarization
H Lin, J Bilmes
Proceedings of the 49th Annual Meeting of the Association for Computational …, 2011
5042011
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
4472012
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
4012012
Factored language models and generalized parallel backoff
JA Bilmes, K Kirchhoff
Proceedings of the 2003 Conference of the North American Chapter of the …, 2003
3592003
On deep multi-view representation learning
W Wang, R Arora, K Livescu, J Bilmes
International Conference on Machine Learning, 1083-1092, 2015
3282015
Multi-document summarization via budgeted maximization of submodular functions
H Lin, J Bilmes
Human Language Technologies: The 2010 Annual Conference of the North …, 2010
2982010
What HMMs can do
JA Bilmes
IEICE TRANSACTIONS on Information and Systems 89 (3), 869-891, 2006
2722006
MVA processing of speech features
CP Chen, JA Bilmes
IEEE Transactions on Audio, Speech, and Language Processing 15 (1), 257-270, 2006
2552006
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
2552002
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
1992008
Dynamic bayesian multinets
JA Bilmes
Proceedings of the Sixteenth conference on Uncertainty in artificial …, 2000
1882000
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
1741993
Submodularity beyond submodular energies: coupling edges in graph cuts
S Jegelka, J Bilmes
CVPR 2011, 1897-1904, 2011
1682011
Submodular optimization with submodular cover and submodular knapsack constraints
RK Iyer, JA Bilmes
Advances in Neural Information Processing Systems, 2436-2444, 2013
1542013
Graphical model architectures for speech recognition
JA Bilmes, C Bartels
IEEE signal processing magazine 22 (5), 89-100, 2005
1522005
A submodular-supermodular procedure with applications to discriminative structure learning
M Narasimhan, JA Bilmes
arXiv preprint arXiv:1207.1404, 2012
1362012
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Articles 1–20