Jeffrey A. Bilmes

Cited by

	All	Since 2017
Citations	35806	18217
h-index	71	42
i10-index	228	133

3300

1650

825

2475

20002001200220032004200520062007200820092010201120122013201420152016201720182019202020212022101 128 193 277 419 503 683 713 753 879 959 924 1006 1607 2260 2645 2770 2892 3069 3142 3113 3291 2694

Public access

View all

62 articles

3 articles

available

not available

Based on funding mandates

Co-authors

William Stafford NobleProfessor of Genome Sciences, University of WashingtonVerified email at uw.edu
Katrin KirchhoffAmazonVerified email at amazon.com
Rishabh IyerUniversity of Texas Dallas, Microsoft, UWVerified email at utdallas.edu
Hui LinChief Scientist of LAIX; former Research Scientist at GoogleVerified email at google.com
Amarnag SubramanyaSenior Research Scientist, Google ResearchVerified email at google.com
Karen LivescuTTI-ChicagoVerified email at ttic.edu
Kai WeiGraduate student of Electrical Engineering, University of WashingtonVerified email at uw.edu
Michael M. HoffmanSenior Scientist, University Health Network/Associate Professor, University of TorontoVerified email at utoronto.ca
Stefanie JegelkaMITVerified email at mit.edu
Maxwell W LibbrechtAssistant Professor, Computing Science, Simon Fraser UniversityVerified email at sfu.ca
James LandayProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Krste AsanovicUC BerkeleyVerified email at berkeley.edu
Yuzong LiuAmazonVerified email at amazon.com
Tanzeem ChoudhuryProfessor, Computing and Information Science, Cornell TechVerified email at cornell.edu
Danny WyattGoogleVerified email at google.com
Dieter FoxUniversity of Washington and NVIDIAVerified email at cs.washington.edu
Franz PernkopfGraz University of TechnologyVerified email at tugraz.at
Nelson MorganICSIVerified email at icsi.berkeley.edu
Alvin RajVerified email at mit.edu
Richard VuducGeorgia Institute of TechnologyVerified email at cc.gatech.edu

Jeffrey A. Bilmes

Professor of Electrical Engineering and Computer Science, University of Washington Seattle

Verified email at uw.edu - Homepage

machine learning and artificial intelligence combinatorial optimization speech and langauge processing bioinformatics high p


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
An integrated encyclopedia of DNA elements in the human genome ENCODE Project Consortium Nature 489 (7414), 57, 2012	12271	2012
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	3707	1998
Deep canonical correlation analysis G Andrew, R Arora, J Bilmes, K Livescu International conference on machine learning, 1247-1255, 2013	1707	2013
A class of submodular functions for document summarization H Lin, J Bilmes Proceedings of the 49th annual meeting of the association for computational …, 2011	819	2011
On deep multi-view representation learning W Wang, R Arora, K Livescu, J Bilmes International conference on machine learning, 1083-1092, 2015	799	2015
Optimizing matrix multiply using PHiPAC: a portable, high-performance, ANSI C coding methodology J Bilmes, K Asanovic, CW Chin, J Demmel ACM International Conference on Supercomputing 25th Anniversary Volume, 253-260, 1997	781	1997
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), 473-476, 2012	650	2012
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, 2013	557	2013
Multi-document summarization via budgeted maximization of submodular functions H Lin, J Bilmes Human Language Technologies: The 2010 Annual Conference of the North …, 2010	458	2010
Factored language models and generalized parallel backoff J Bilmes, K Kirchhoff Companion Volume of the Proceedings of HLT-NAACL 2003-Short Papers, 4-6, 2003	387	2003
What HMMs can do JA Bilmes IEICE TRANSACTIONS on Information and Systems 89 (3), 869-891, 2006	315	2006
Submodularity in data subset selection and active learning K Wei, R Iyer, J Bilmes International conference on machine learning, 1954-1963, 2015	294	2015
On mixup training: Improved calibration and predictive uncertainty for deep neural networks S Thulasidasan, G Chennupati, JA Bilmes, T Bhattacharya, S Michalak Advances in Neural Information Processing Systems 32, 2019	286	2019
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	276	2002
MVA processing of speech features CP Chen, JA Bilmes IEEE Transactions on Audio, Speech, and Language Processing 15 (1), 257-270, 2006	270	2006
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	266	2008
Submodular optimization with submodular cover and submodular knapsack constraints RK Iyer, JA Bilmes Advances in neural information processing systems 26, 2013	243	2013
Submodularity beyond submodular energies: coupling edges in graph cuts S Jegelka, J Bilmes CVPR 2011, 1897-1904, 2011	221	2011
Learning mixtures of submodular functions for image collection summarization S Tschiatschek, RK Iyer, H Wei, JA Bilmes Advances in neural information processing systems 27, 2014	198	2014
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	195	1993

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors