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Kevin P. Murphy Vis

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*2009
27EEFrank Hutter, Holger H. Hoos, Kevin Leyton-Brown, Kevin P. Murphy: An experimental investigation of model-based parameter optimisation: SPO and beyond. GECCO 2009: 271-278
26EEBenjamin M. Marlin, Kevin P. Murphy: Sparse Gaussian graphical models with unknown block structure. ICML 2009: 89
25EESohrab P. Shah, K-John Cheung Jr., Nathalie A. Johnson, Guillaume Alain, Randy D. Gascoyne, Douglas E. Horsman, Raymond T. Ng, Kevin P. Murphy: Model-based clustering of array CGH data. Bioinformatics 25(12): (2009)
2008
24EEBryan 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
22EEXiang Xuan, Kevin P. Murphy: Modeling changing dependency structure in multivariate time series. ICML 2007: 1055-1062
21EEMirela 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
20EESohrab 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
19EEAntonio 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
18EES. 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
17EESohrab 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
16EEAntonio B. Torralba, Kevin P. Murphy, William T. Freeman: Shared Features for Multiclass Object Detection. Toward Category-Level Object Recognition 2006: 345-361
15EEKevin 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
14EEAntonio B. Torralba, Kevin P. Murphy, William T. Freeman: Sharing Features: Efficient Boosting Procedures for Multiclass Object Detection. CVPR (2) 2004: 762-769
13EEAntonio B. Torralba, Kevin P. Murphy, William T. Freeman: Contextual Models for Object Detection Using Boosted Random Fields. NIPS 2004
2003
12EEAntonio B. Torralba, Kevin P. Murphy, William T. Freeman, Mark A. Rubin: Context-based vision system for place and object recognition. ICCV 2003: 273-280
11EEKevin P. Murphy, Antonio B. Torralba, William T. Freeman: Graphical Model For Recognizing Scenes and Objects. NIPS 2003
2001
10EEKevin P. Murphy, Yair Weiss: The Factored Frontier Algorithm for Approximate Inference in DBNs. UAI 2001: 378-385
2000
9EEArnaud Doucet, Nando de Freitas, Kevin P. Murphy, Stuart J. Russell: Rao-Blackwellised Particle Filtering for Dynamic Bayesian Networks. UAI 2000: 176-183
1999
8EEJames M. Rehg, Kevin P. Murphy, Paul W. Fieguth: Vision-Based Speaker Detection Using Bayesian Networks. CVPR 1999: 2110-2116
7EEVladimir 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
6EEKevin P. Murphy: Bayesian Map Learning in Dynamic Environments. NIPS 1999: 1015-1021
5EEKevin P. Murphy: A Variational Approximation for Bayesian Networks with Discrete and Continuous Latent Variables. UAI 1999: 457-466
4EEKevin P. Murphy, Yair Weiss, Michael I. Jordan: Loopy Belief Propagation for Approximate Inference: An Empirical Study. UAI 1999: 467-475
1998
3EENir 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

1Guillaume Alain [25]
2Mirela Andronescu [21]
3John Binder [2]
4Tat-Jen Cham [7]
5K-John Cheung Jr. [25]
6Anne Condon [21]
7Arnaud Doucet [9]
8Daniel Eaton [15]
9Paul W. Fieguth [8]
10William T. Freeman [11] [12] [13] [14] [15] [16] [19] [24]
11Nando de Freitas [9]
12Nir Friedman [3]
13Randy D. Gascoyne [25]
14Holger H. Hoos (Holger Hoos) [21] [27]
15Douglas E. Horsman [25]
16Frank Hutter [27]
17Nathalie A. Johnson [25]
18Michael I. Jordan [4]
19Mehrnoush Khojasteh [17]
20Wan L. Lam [17] [20]
21Kevin Leyton-Brown [27]
22Benjamin M. Marlin [26]
23David H. Mathews [21]
24Raymond T. Ng [17] [20] [25]
25Alexandru Niculescu-Mizil [23]
26Vladimir Pavlovic [7]
27James M. Rehg [7] [8]
28Mark A. Rubin [12]
29Bryan C. Russell [24]
30Stuart J. Russell [2] [3] [9]
31Mark W. Schmidt [18] [23]
32Nicol N. Schraudolph [18]
33David B. Searls [1]
34Sohrab P. Shah [17] [20] [25]
35Antonio B. Torralba [11] [12] [13] [14] [15] [16] [19] [24]
36S. V. N. Vishwanathan (Vishy Vishwanathan) [18]
37Yair Weiss [4] [10]
38Xiang Xuan [17] [22]
39Ronald J. deLeeuw [17]

Colors in the list of coauthors

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)