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Christopher Meek

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2009
51EEGuy Shani, Christopher Meek, Tim Paek, Bo Thiesson, Gina Danielle Venolia: Searching large indexes on tiny devices: optimizing binary search with character pinning. IUI 2009: 257-266
2008
50EEMing-wei Chang, Wen-tau Yih, Christopher Meek: Partitioned logistic regression for spam filtering. KDD 2008: 97-105
49EEYdo Wexler, Christopher Meek: MAS: a multiplicative approximation scheme for probabilistic inference. NIPS 2008: 1761-1768
48EEAsela Gunawardana, Christopher Meek: Tied boltzmann machines for cold start recommendations. RecSys 2008: 19-26
47EEGuy Shani, David Maxwell Chickering, Christopher Meek: Mining recommendations from the web. RecSys 2008: 35-42
46EEYdo Wexler, Christopher Meek: Inference for Multiplicative Models. UAI 2008: 595-602
2007
45 Hila Becker, Christopher Meek, David Maxwell Chickering: Modeling Contextual Factors of Click Rates. AAAI 2007: 1310-1315
44 Wen-tau Yih, Christopher Meek: Improving Similarity Measures for Short Segments of Text. AAAI 2007: 1489-1494
43EEDonald Metzler, Susan T. Dumais, Christopher Meek: Similarity Measures for Short Segments of Text. ECIR 2007: 16-27
2006
42EEDavid Maxwell Chickering, Christopher Meek: On the incompatibility of faithfulness and monotone DAG faithfulness. Artif. Intell. 170(8-9): 653-666 (2006)
41EEMichail Vlachos, Philip S. Yu, Vittorio Castelli, Christopher Meek: Structural Periodic Measures for Time-Series Data. Data Min. Knowl. Discov. 12(1): 1-28 (2006)
40EEDan Geiger, Christopher Meek, Ydo Wexler: A Variational Inference Procedure Allowing Internal Structure for Overlapping Clusters and Deterministic Constraints. J. Artif. Intell. Res. (JAIR) 27: 1-23 (2006)
39EESerkan Hosten, Christopher Meek: Preface. J. Symb. Comput. 41(2): 123-124 (2006)
2005
38EEDaniel Lowd, Christopher Meek: Good Word Attacks on Statistical Spam Filters. CEAS 2005
37EEDaniel Lowd, Christopher Meek: Adversarial learning. KDD 2005: 641-647
36EENebojsa Jojic, Vladimir Jojic, Brendan J. Frey, Christopher Meek, David Heckerman: Using epitomes to model genetic diversity: Rational design of HIV vaccines. NIPS 2005
2004
35EEVladimir Jojic, Nebojsa Jojic, Christopher Meek, Dan Geiger, Adam C. Siepel, David Haussler, David Heckerman: Efficient approximations for learning phylogenetic HMM models from data. ISMB/ECCB (Supplement of Bioinformatics) 2004: 161-168
34EEMichail Vlachos, Christopher Meek, Zografoula Vagena, Dimitrios Gunopulos: Identifying Similarities, Periodicities and Bursts for Online Search Queries. SIGMOD Conference 2004: 131-142
33EEBo Thiesson, David Maxwell Chickering, David Heckerman, Christopher Meek: ARMA Time-Series Modeling with Graphical Models. UAI 2004: 552-560
32EEDavid Maxwell Chickering, David Heckerman, Christopher Meek: Large-Sample Learning of Bayesian Networks is NP-Hard. Journal of Machine Learning Research 5: 1287-1330 (2004)
2003
31 Christopher Meek, Uffe Kjærulff: UAI '03, Proceedings of the 19th Conference in Uncertainty in Artificial Intelligence, August 7-10 2003, Acapulco, Mexico Morgan Kaufmann 2003
30 David Maxwell Chickering, Christopher Meek, David Heckerman: Large-Sample Learning of Bayesian Networks is NP-Hard. UAI 2003: 124-133
29 Christopher Meek, David Maxwell Chickering: Practically Perfect. UAI 2003: 411-416
28EEIgor V. Cadez, David Heckerman, Christopher Meek, Padhraic Smyth, Steven White: Model-Based Clustering and Visualization of Navigation Patterns on a Web Site. Data Min. Knowl. Discov. 7(4): 399-424 (2003)
2002
27EEChristopher Meek, David Maxwell Chickering, David Heckerman: Autoregressive Tree Models for Time-Series Analysis. SDM 2002
26 Dan Geiger, Christopher Meek, Bernd Sturmfels: Factorization of Discrete Probability Distributions. UAI 2002: 162-169
25 Carl Myers Kadie, Christopher Meek, David Heckerman: CFW: A Collaborative Filtering System Using Posteriors over Weights of Evidence. UAI 2002: 242-250
24 Christopher Meek, Bo Thiesson, David Heckerman: Staged Mixture Modelling and Boosting. UAI 2002: 335-343
23 David Maxwell Chickering, Christopher Meek: Finding Optimal Bayesian Networks. UAI 2002: 94-102
22EEChristopher Meek, Bo Thiesson, David Heckerman: The Learning-Curve Sampling Method Applied to Model-Based Clustering. Journal of Machine Learning Research 2: 397-418 (2002)
2001
21EEDavid Maxwell Chickering, Christopher Meek, Robert Rounthwaite: Efficient Determination of Dynamic Split Points in a Decision Tree. ICDM 2001: 91-98
20EEAndrew Zimdars, David Maxwell Chickering, Christopher Meek: Using Temporal Data for Making Recommendations. UAI 2001: 580-588
19EEChristopher Meek: Finding a Path is Harder than Finding a Tree. J. Artif. Intell. Res. (JAIR) 15: 383-389 (2001)
18 Bo Thiesson, Christopher Meek, David Heckerman: Accelerating EM for Large Databases. Machine Learning 45(3): 279-299 (2001)
2000
17 Jake D. Brutlag, Christopher Meek: Challenges of the Email Domain for Text Classification. ICML 2000: 103-110
16EEHeikki Mannila, Christopher Meek: Global partial orders from sequential data. KDD 2000: 161-168
15EEIgor V. Cadez, David Heckerman, Christopher Meek, Padhraic Smyth, Steven White: Visualization of navigation patterns on a Web site using model-based clustering. KDD 2000: 280-284
14EEAnn Becker, Dan Geiger, Christopher Meek: Perfect Tree-like Markovian Distributions. UAI 2000: 19-23
13EEDavid Heckerman, David Maxwell Chickering, Christopher Meek, Robert Rounthwaite, Carl Myers Kadie: Dependency Networks for Collaborative Filtering and Data Visualization. UAI 2000: 264-273
12EEDavid Heckerman, David Maxwell Chickering, Christopher Meek, Robert Rounthwaite, Carl Myers Kadie: Dependency Networks for Inference, Collaborative Filtering, and Data Visualization. Journal of Machine Learning Research 1: 49-75 (2000)
1999
11EEDan Geiger, Christopher Meek: Quantifier Elimination for Statistical Problems. UAI 1999: 226-235
1998
10EEBo Thiesson, Christopher Meek, David Maxwell Chickering, David Heckerman: Learning Mixtures of DAG Models. UAI 1998: 504-513
1997
9EEDavid Heckerman, Christopher Meek: Models and Selection Criteria for Regression and Classification. UAI 1997: 223-228
8EEChristopher Meek, David Heckerman: Structure and Parameter Learning for Causal Independence and Causal Interaction Models. UAI 1997: 366-375
7EEDavid Maxwell Chickering, David Heckerman, Christopher Meek: A Bayesian Approach to Learning Bayesian Networks with Local Structure. UAI 1997: 80-89
6 Gregory F. Cooper, Constantin F. Aliferis, R. Ambrosino, John M. Aronis, Bruce G. Buchanan, Rich Caruana, Michael J. Fine, Clark Glymour, G. Gordon, B. H. Hanusa, Janine E. Janosky, Christopher Meek, Tom M. Mitchell, Thomas Richardson, Peter Spirtes: An evaluation of machine-learning methods for predicting pneumonia mortality. Artificial Intelligence in Medicine 9(2): 107-138 (1997)
1996
5EEDan Geiger, David Heckerman, Christopher Meek: Asymptotic Model Selection for Directed Networks with Hidden Variables. UAI 1996: 283-290
1995
4 Peter Spirtes, Christopher Meek: Learning Bayesian Networks with Discrete Variables from Data. KDD 1995: 294-299
3EEChristopher Meek: Causal inference and causal explanation with background knowledge. UAI 1995: 403-410
2EEChristopher Meek: Strong completeness and faithfulness in Bayesian networks. UAI 1995: 411-418
1EEPeter Spirtes, Christopher Meek, Thomas Richardson: Causal Inference in the Presence of Latent Variables and Selection Bias. UAI 1995: 499-506

Coauthor Index

1Constantin F. Aliferis [6]
2R. Ambrosino [6]
3John M. Aronis [6]
4Ann Becker [14]
5Hila Becker [45]
6Jake D. Brutlag [17]
7Bruce G. Buchanan [6]
8Igor V. Cadez [15] [28]
9Rich Caruana [6]
10Vittorio Castelli [41]
11Ming-wei Chang [50]
12David Maxwell Chickering [7] [10] [12] [13] [20] [21] [23] [27] [29] [30] [32] [33] [42] [45] [47]
13Gregory F. Cooper [6]
14Susan T. Dumais [43]
15Michael J. Fine [6]
16Brendan J. Frey [36]
17Dan Geiger [5] [11] [14] [26] [35] [40]
18Clark Glymour [6]
19G. Gordon [6]
20Asela Gunawardana [48]
21Dimitrios Gunopulos [34]
22B. H. Hanusa [6]
23David Haussler [35]
24David Heckerman [5] [7] [8] [9] [10] [12] [13] [15] [18] [22] [24] [25] [27] [28] [30] [32] [33] [35] [36]
25Serkan Hosten [39]
26Janine E. Janosky [6]
27Nebojsa Jojic [35] [36]
28Vladimir Jojic [35] [36]
29Carl Myers Kadie [12] [13] [25]
30Uffe Kjærulff [31]
31Daniel Lowd [37] [38]
32Heikki Mannila [16]
33Donald Metzler [43]
34Tom M. Mitchell [6]
35Tim Paek [51]
36Thomas Richardson [1] [6]
37Robert Rounthwaite [12] [13] [21]
38Guy Shani [47] [51]
39Adam C. Siepel [35]
40Padhraic Smyth [15] [28]
41Peter Spirtes [1] [4] [6]
42Bernd Sturmfels [26]
43Bo Thiesson [10] [18] [22] [24] [33] [51]
44Zografoula Vagena [34]
45Gina Venolia (Gina Danielle Venolia) [51]
46Michail Vlachos [34] [41]
47Ydo Wexler [40] [46] [49]
48Steven White [15] [28]
49Wen-tau Yih [44] [50]
50Philip S. Yu [41]
51Andrew Zimdars [20]

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)