About
Discord Stateoftheart AI
GitHub

Publications

310

Cited by

29897

Christopher Meek

machine learningstatisticscausal inferencerecommendation systemsgraphical models

Principle Researcher, Microsoft Research

Papers and Citations

1 - 50
Fuzzy Sets
2018
A Candel
GE Whitehouse
D Heckerman
+125
Cited by 113947
Introduction to statistical relational learning
2007
David Jensen
Charles Sutton
Ines Dutra
+37
Cited by 1721
Dependency networks for inference, collaborative filtering, and data visualization
2000
Christopher Meek
David Heckerman
Robert Rounthwaite
+2
Cited by 693
Adversarial Learning
2005
Christopher Meek
Daniel Lowd
Cited by 625
Large-sample learning of Bayesian networks is NP-hard
2004
David Heckerman
Christopher Meek
DM Chickering
Cited by 612
Causal inference and causal explanation with background knowledge
2013
Christopher Meek
Cited by 488
Visualization of navigation patterns on a web site using model-based clustering
2000
Christopher Meek
Padhraic Smyth
David Heckerman
+2
Cited by 440
A Bayesian approach to learning Bayesian networks with local structure
2013
Christopher Meek
David Heckerman
DM Chickering
Cited by 437
Apparatus and accompanying methods for visualizing clusters of data and hierarchical cluster classifications
2008
DM Chickering
David Heckerman
Paul Bradley
+1
Cited by 405
Similarity measures for short segments of text
2007
Christopher Meek
Donald Metzler
Susan Dumais
Cited by 391
Semantic parsing for single-relation question answering
2014
Christopher Meek
W Yih
X He
Cited by 372
Identifying similarities, periodicities and bursts for online search queries
2004
Michalis Vlachos
Christopher Meek
Z Vagena
+1
Cited by 325
Model-based clustering and visualization of navigation patterns on a web site
2003
Christopher Meek
Padhraic Smyth
David Heckerman
+2
Cited by 307
Good word attacks on statistical spam filters
2005
Christopher Meek
Daniel Lowd
Cited by 299
A Bayesian approach to causal discovery
1999
David Heckerman
Gregory Cooper
Christopher Meek
Cited by 287
Content-targeted advertising for interactive computer-based applications
2006
J Goodman
Carl Kadie
Christopher Meek
Cited by 283
Strong completeness and faithfulness in Bayesian networks
2013
Christopher Meek
Cited by 265
Dynamic controlling of attribute-specific list for improved object organization
2004
Christopher Meek
Cited by 238
Learning Bayesian networks with discrete variables from data.
1995
Peter Spirtes
Christopher Meek
Cited by 233
Systems and methods for estimating placement positions of content items on a rendered page
2011
B Burdick
L Li
M Vajjiravel
+3
Cited by 228
Question answering using enhanced lexical semantic models
2013
Christopher Meek
Ming-Wei Chang
Scott Wen-tau Yih
+1
Cited by 228
The TETRAD project: Constraint based aids to causal model specification
1998
Peter Spirtes
Richard Scheines
Christopher Meek
+2
Cited by 217
Learning discriminative projections for text similarity measures
2011
John C. Platt
Wen-tau Yih
Christopher Meek
+2
Cited by 217
An evaluation of machine-learning methods for predicting pneumonia mortality
1997
Tom Mitchell
Bruce Buchanan
Bruce Buchanan
+12
Cited by 210
On the toric algebra of graphical models
2006
D Geiger
Bernd Sturmfels
Christopher Meek
Cited by 202
Advertising in application programs
2006
J Goodman
Christopher Meek
Cited by 194
Method and system for visualization of clusters and classifications
2001
DM Chickering
Usama Fayyad
David Heckerman
+1
Cited by 194
A unified approach to building hybrid recommender systems
2009
Asela Gunawardana
Christopher Meek
Cited by 188
Causal inference in the presence of latent variables and selection bias
2013
Peter Spirtes
Christopher Meek
Thomas S. Richardson
Cited by 183
Learning mixtures of DAG models
2013
Christopher Meek
David Heckerman
DM Chickering
+1
Cited by 181
Typed tensor decomposition of knowledge bases for relation extraction
2014
Kai-Wei Chang
Bishan Yang
Christopher Meek
+1
Cited by 171
Systems and methods for determining relative placement of content items on a rendered page
2006
B Burdick
D Chickering
Y Li
+4
Cited by 166
Stratified exponential families: graphical models and model selection
2001
Christopher Meek
David Heckerman
D Geiger
+1
Cited by 161
Conditioning and intervening
1994
C Glymour
Christopher Meek
Cited by 160
Improving similarity measures for short segments of text
2007
Christopher Meek
WT Yih
Cited by 160
Visual and multi-dimensional search
2011
Gary William Flake
Anoop Gupta
Eric Horvitz
+4
Cited by 156
Finding optimal bayesian networks
2012
Christopher Meek
DM Chickering
Cited by 155
Using path diagrams as a structural equation modeling tool
1998
Thomas S. Richardson
Christopher Meek
Peter Spirtes
+2
Cited by 151
Global partial orders from sequential data
2000
Christopher Meek
H Mannila
Cited by 145
Mobile ad selection and filtering
2008
DM Chickering
AG Gounares
L Cheng
+3
Cited by 144
Accelerating EM for large databases
2001
David Heckerman
Christopher Meek
B Thiesson
Cited by 142
Challenges of the email domain for text classification
2000
Christopher Meek
JD Brutlag
Cited by 136
Using temporal data for making recommendations
2013
Christopher Meek
DM Chickering
A Zimdars
Cited by 133
Usability guided key-target resizing for soft keyboards
2010
T Paek
Asela Gunawardana
Christopher Meek
Cited by 132
Probabilistic models for relational data
2004
Christopher Meek
Daphne Koller
David Heckerman
Cited by 131
Image and other analysis for contextual ads
2006
J Goodman
Carl Kadie
Christopher Meek
Cited by 128
Generation of impression plans for presenting and sequencing advertisement and sales opportunities along potential routes
2010
S Lombardi
SE Kamar
Christopher Meek
+1
Cited by 126
Asymptotic model selection for directed networks with hidden variables
1998
Christopher Meek
David Heckerman
D Geiger
Cited by 125
Systems and methods for determining bid value for content items to be placed on a rendered page
2010
L Li
DM Chickering
B Burdick
+3
Cited by 124
Search engine that identifies and uses social networks in communications, retrieval, and electronic commerce
2016
O Hurst-Hiller
A Gupta
JT Goodman
+3
Cited by 116