Kevin P. Murphy

2008
24	EE	Bryan C. Russell, Antonio B. Torralba, Kevin P. Murphy, William T. Freeman: LabelMe: A Database and Web-Based Tool for Image Annotation. International Journal of Computer Vision 77(1-3): 157-173 (2008)
2007
23		Mark W. Schmidt, Alexandru Niculescu-Mizil, Kevin P. Murphy: Learning Graphical Model Structure Using L1-Regularization Paths. AAAI 2007: 1278-1283
22	EE	Xiang Xuan, Kevin P. Murphy: Modeling changing dependency structure in multivariate time series. ICML 2007: 1055-1062
21	EE	Mirela Andronescu, Anne Condon, Holger H. Hoos, David H. Mathews, Kevin P. Murphy: Efficient parameter estimation for RNA secondary structure prediction. ISMB/ECCB (Supplement of Bioinformatics) 2007: 19-28
20	EE	Sohrab P. Shah, Wan L. Lam, Raymond T. Ng, Kevin P. Murphy: Modeling recurrent DNA copy number alterations in array CGH data. ISMB/ECCB (Supplement of Bioinformatics) 2007: 450-458
19	EE	Antonio B. Torralba, Kevin P. Murphy, William T. Freeman: Sharing Visual Features for Multiclass and Multiview Object Detection. IEEE Trans. Pattern Anal. Mach. Intell. 29(5): 854-869 (2007)
2006
18	EE	S. V. N. Vishwanathan, Nicol N. Schraudolph, Mark W. Schmidt, Kevin P. Murphy: Accelerated training of conditional random fields with stochastic gradient methods. ICML 2006: 969-976
17	EE	Sohrab P. Shah, Xiang Xuan, Ronald J. deLeeuw, Mehrnoush Khojasteh, Wan L. Lam, Raymond T. Ng, Kevin P. Murphy: Integrating copy number polymorphisms into array CGH analysis using a robust HMM. ISMB (Supplement of Bioinformatics) 2006: 431-439
16	EE	Antonio B. Torralba, Kevin P. Murphy, William T. Freeman: Shared Features for Multiclass Object Detection. Toward Category-Level Object Recognition 2006: 345-361
15	EE	Kevin P. Murphy, Antonio B. Torralba, Daniel Eaton, William T. Freeman: Object Detection and Localization Using Local and Global Features. Toward Category-Level Object Recognition 2006: 382-400
2004
14	EE	Antonio B. Torralba, Kevin P. Murphy, William T. Freeman: Sharing Features: Efficient Boosting Procedures for Multiclass Object Detection. CVPR (2) 2004: 762-769
13	EE	Antonio B. Torralba, Kevin P. Murphy, William T. Freeman: Contextual Models for Object Detection Using Boosted Random Fields. NIPS 2004
2003
12	EE	Antonio B. Torralba, Kevin P. Murphy, William T. Freeman, Mark A. Rubin: Context-based vision system for place and object recognition. ICCV 2003: 273-280
11	EE	Kevin P. Murphy, Antonio B. Torralba, William T. Freeman: Graphical Model For Recognizing Scenes and Objects. NIPS 2003
2001
10	EE	Kevin P. Murphy, Yair Weiss: The Factored Frontier Algorithm for Approximate Inference in DBNs. UAI 2001: 378-385
2000
9	EE	Arnaud Doucet, Nando de Freitas, Kevin P. Murphy, Stuart J. Russell: Rao-Blackwellised Particle Filtering for Dynamic Bayesian Networks. UAI 2000: 176-183
1999
8	EE	James M. Rehg, Kevin P. Murphy, Paul W. Fieguth: Vision-Based Speaker Detection Using Bayesian Networks. CVPR 1999: 2110-2116
7	EE	Vladimir Pavlovic, James M. Rehg, Tat-Jen Cham, Kevin P. Murphy: A Dynamic Bayesian Network Approach to Figure Tracking using Learned Dynamic Models. ICCV 1999: 94-101
6	EE	Kevin P. Murphy: Bayesian Map Learning in Dynamic Environments. NIPS 1999: 1015-1021
5	EE	Kevin P. Murphy: A Variational Approximation for Bayesian Networks with Discrete and Continuous Latent Variables. UAI 1999: 457-466
4	EE	Kevin P. Murphy, Yair Weiss, Michael I. Jordan: Loopy Belief Propagation for Approximate Inference: An Empirical Study. UAI 1999: 467-475
1998
3	EE	Nir Friedman, Kevin P. Murphy, Stuart J. Russell: Learning the Structure of Dynamic Probabilistic Networks. UAI 1998: 139-147
1997
2		John Binder, Kevin P. Murphy, Stuart J. Russell: Space-Efficient Inference in Dynamic Probabilistic Networks. IJCAI 1997: 1292-1296
1995
1		David B. Searls, Kevin P. Murphy: Automata-Theoretic Models of Mutation and Alignment. ISMB 1995: 341-349

Coauthor Index

1	Mirela Andronescu	[21]
2	John Binder	[2]
3	Tat-Jen Cham	[7]
4	Anne Condon	[21]
5	Arnaud Doucet	[9]
6	Daniel Eaton	[15]
7	Paul W. Fieguth	[8]
8	William T. Freeman	[11] [12] [13] [14] [15] [16] [19] [24]
9	Nando de Freitas	[9]
10	Nir Friedman	[3]
11	Holger H. Hoos (Holger Hoos)	[21]
12	Michael I. Jordan	[4]
13	Mehrnoush Khojasteh	[17]
14	Wan L. Lam	[17] [20]
15	David H. Mathews	[21]
16	Raymond T. Ng	[17] [20]
17	Alexandru Niculescu-Mizil	[23]
18	Vladimir Pavlovic	[7]
19	James M. Rehg	[7] [8]
20	Mark A. Rubin	[12]
21	Bryan C. Russell	[24]
22	Stuart J. Russell	[2] [3] [9]
23	Mark W. Schmidt	[18] [23]
24	Nicol N. Schraudolph	[18]
25	David B. Searls	[1]
26	Sohrab P. Shah	[17] [20]
27	Antonio B. Torralba	[11] [12] [13] [14] [15] [16] [19] [24]
28	S. V. N. Vishwanathan (Vishy Vishwanathan)	[18]
29	Yair Weiss	[4] [10]
30	Xiang Xuan	[17] [22]
31	Ronald J. deLeeuw	[17]

Colors in the list of coauthors