Christopher Meek

发表

The Pollution Effect: Optimizing Keyword Auctions by Favoring Relevant Advertising pdf

David Maxwell Chickering, Greg Linden, Christopher Meek, 2011, ArXiv.

SIMULATION-BASED DAYLIGHTING DESIGN EDUCATION AND TECHNICAL SUPPORT

Christopher Meek, Kevin Van Den Wymelenberg, 2011 .

Toward Net Zero Energy Buildings with Energy Harvesting Electrochromic Windows (EH-ECWs)

Christopher Meek, Amanda Bruot, 2013 .

An evaluation of machine-learning methods for predicting pneumonia mortality

Constantin F. Aliferis, Tom M. Mitchell, Rich Caruana, 1997, Artif. Intell. Medicine.

A Model for Temporal Dependencies in Event Streams

Puyang Xu, Christopher Meek, Asela Gunawardana, 2011, NIPS.

Mining recommendations from the web

Guy Shani, David Maxwell Chickering, Christopher Meek, 2008, RecSys '08.

Modeling Contextual Factors of Click Rates

David Maxwell Chickering, Hila Becker, Christopher Meek, 2007, AAAI.

Models and Selection Criteria for Regression and Classification pdf

David Heckerman, Christopher Meek, D. Heckerman, 1997, UAI.

Heuristic Greedy Search Algorithms for Latent Variable Models

Thomas S. Richardson, Christopher Meek, Peter Spirtes, 1997, AISTATS.

Probabilistic Inference for CART network

Bo Thiesson, Christopher Meek, Christopher Meek, 2010 .

Discriminative Model Selection for Density Models

Bo Thiesson, Christopher Meek, 2003, AISTATS.

Proceedings of the Nineteenth Conference on Uncertainty in Artificial Intelligence (2003) pdf

Christopher Meek, Uffe Kjærulff, 2013, ArXiv.

Factorization of Discrete Probability Distributions pdf

Bernd Sturmfels, Christopher Meek, Dan Geiger, 2002, UAI.

Christopher Meek, Wen-tau Yih, Christopher Meek, 2007, AAAI.

A Bayesian Approach to Learning Bayesian Networks with Local Structure pdf

David Maxwell Chickering, David Heckerman, Christopher Meek, 1997, UAI.

Dependency Networks for Inference, Collaborative Filtering, and Data Visualization

David Maxwell Chickering, David Heckerman, Christopher Meek, 2000, J. Mach. Learn. Res..

Causal inference and causal explanation with background knowledge

Christopher Meek, Christopher Meek, 1995, UAI.

Structured Variational Inference Procedures and their Realizations

Christopher Meek, Dan Geiger, D. Geiger, 2005, AISTATS.

Efficient determination of dynamic split points in a decision tree

David Maxwell Chickering, Christopher Meek, Robert Rounthwaite, 2001, Proceedings 2001 IEEE International Conference on Data Mining.

Improving Existing Fault Recovery Policies

Guy Shani, Christopher Meek, Guy Shani, 2009, NIPS.

ARMA Time-Series Modeling with Graphical Models pdf

Bo Thiesson, David Maxwell Chickering, David Heckerman, 2004, UAI.

Efficient Gradient Computation for Conditional Gaussian Models

Bo Thiesson, Christopher Meek, Christopher Meek, 2005, AISTATS.

Markov Topic Models

Bo Thiesson, Chong Wang, David M. Blei, 2009, AISTATS.

Complete Orientation Rules for Patterns

Christopher Meek, Christopher Meek, 1995 .

Proceedings of the 20th conference on Uncertainty in artificial intelligence

Joseph Y. Halpern, Christopher Meek, Max Chickering, 2004, UAI 2004.

Finding a path is harder than finding a tree pdf

Christopher Meek, Christopher Meek, 2001, AISTATS.

Using Temporal Data for Making Recommendations

David Maxwell Chickering, Christopher Meek, Andrew Zimdars, 2001, UAI.

Using ``epitomes'' to model genetic diversity: Rational design of HIV vaccine cocktails

Brendan J. Frey, Nebojsa Jojic, David Heckerman, 2005, NIPS 2005.

Typed Tensor Decomposition of Knowledge Bases for Relation Extraction

Kai-Wei Chang, Bishan Yang, Christopher Meek, 2014, EMNLP.

The Learning-Curve Sampling Method Applied to Model-Based Clustering

Bo Thiesson, David Heckerman, Christopher Meek, 2002, J. Mach. Learn. Res..

A Characterization of Prediction Errors pdf

Christopher Meek, 2016, ArXiv.

Mobile opportunistic commerce: mechanisms, architecture, and application

Eric Horvitz, Christopher Meek, Ece Kamar, 2008, AAMAS.

Inference for Multiplicative Models

Christopher Meek, Ydo Wexler, Christopher Meek, 2008, UAI.

Multi-Relational Latent Semantic Analysis

Kai-Wei Chang, Christopher Meek, Wen-tau Yih, 2013, EMNLP.

Dimitrios Gunopulos, Michail Vlachos, Zografoula Vagena, 2004, SIGMOD '04.

Question Answering Using Enhanced Lexical Semantic Models

Ming-Wei Chang, Christopher Meek, Wen-tau Yih, 2013, ACL.

Learning Discriminative Projections for Text Similarity Measures

John C. Platt, Kristina Toutanova, Christopher Meek, 2011, CoNLL.

Conjoint Modeling of Temporal Dependencies in Event Streams

Ankur Parikh, Christopher Meek, Asela Gunawardana, 2012, BMA.

Predictive Models of Form Filling

Christopher Meek, Alnur Ali, 2009 .

Challenges of the Email Domain for Text Classification

Christopher Meek, Jake D. Brutlag, Christopher Meek, 2000, ICML.

Embedded Bayesian Network Classifiers pdf

David Heckerman, Christopher Meek, D. Heckerman, 2019, ArXiv.

Probabilistic Models for Relational Data

David Heckerman, Christopher Meek, Daphne Koller, 2004 .

Emerging Perspectives in Human-Centered Machine Learning

Richard Banks, Christopher Meek, Rebecca Fiebrink, 2019, CHI Extended Abstracts.

Estimating genome-wide IBD sharing from SNP data via an efficient hidden Markov model of LD with application to gene mapping

Christopher Meek, Dan Geiger, Ydo Wexler, 2010, Bioinform..

Tetrad II: User's Manual

Richard Scheines, Christopher Meek, Clark Glymour, 1994 .

Adversarial learning

Christopher Meek, Daniel Lowd, Christopher Meek, 2005, KDD '05.

Computational Approaches to Sentence Completion

Geoffrey Zweig, Qiang Liu, John C. Platt, 2012, ACL.

Adopting Parametric Construction Analysis in Integrated Design Teams

Christopher Meek, John Haymaker, Carrie Sturts Dossick, 2019 .

People watcher: a game for eliciting human-transcribed data for automated directory assistance

Tim Paek, Christopher Meek, Yun-Cheng Ju, 2007, INTERSPEECH.

Exact inference and learning for cumulative distribution functions on loopy graphs

Nebojsa Jojic, Christopher Meek, Jim C. Huang, 2010, NIPS.

Regularized Minimax Conditional Entropy for Crowdsourcing pdf

Nihar B. Shah, Qiang Liu, John C. Platt, 2015, ArXiv.

Universal Models of Multivariate Temporal Point Processes

Christopher Meek, Asela Gunawardana, A. Gunawardana, 2016, AISTATS.

Causal Inference in the Presence of Latent Variables and Selection Bias

Thomas S. Richardson, Christopher Meek, Peter Spirtes, 1995, UAI.

Monotone DAG Faithfulness: A Bad Assumption

Christopher Meek, Max Chickering, Christopher Meek, 2003 .

The Learning Curve Method Applied to Clustering

Bo Thiesson, David Heckerman, Christopher Meek, 2001, AISTATS.

The Activity Platform

Helen J. Wang, Mary Czerwinski, Susan T. Dumais, 2015, HotOS.

Model-Based Clustering and Visualization of Navigation Patterns on a Web Site

Padhraic Smyth, David Heckerman, Christopher Meek, 2003, Data Mining and Knowledge Discovery.

Partitioned logistic regression for spam filtering

Ming-Wei Chang, Christopher Meek, Wen-tau Yih, 2008, KDD.

Structure and Parameter Learning for Causal Independence and Causal Interaction Models

David Heckerman, Christopher Meek, D. Heckerman, 1997, UAI.

Speeding up HMM algorithms for genetic linkage analysis via chain reductions of the state space

Christopher Meek, Dan Geiger, Ydo Wexler, 2009, Bioinform..

Selective Greedy Equivalence Search: Finding Optimal Bayesian Networks Using a Polynomial Number of Score Evaluations

David Maxwell Chickering, Christopher Meek, Christopher Meek, 2015, UAI.

Efficient approximations for learning phylogenetic HMM models from data

Nebojsa Jojic, David Haussler, David Heckerman, 2004, ISMB/ECCB.

A unified approach to building hybrid recommender systems

Christopher Meek, Asela Gunawardana, A. Gunawardana, 2009, RecSys '09.

Learning Mixtures of DAG Models

Bo Thiesson, David Maxwell Chickering, David Heckerman, 1998, UAI.

Hierarchical Probabilistic Segmentation of Discrete Events

Guy Shani, Christopher Meek, Asela Gunawardana, 2009, 2009 Ninth IEEE International Conference on Data Mining.

Susan T. Dumais, Christopher Meek, Donald Metzler, 2007, ECIR.

Usability guided key-target resizing for soft keyboards

Tim Paek, Christopher Meek, Asela Gunawardana, 2010, IUI '10.

CFW: A Collaborative Filtering System Using Posteriors over Weights of Evidence

David Heckerman, Christopher Meek, Carl Myers Kadie, 2002, UAI.

On the incompatibility of faithfulness and monotone DAG faithfulness

David Maxwell Chickering, Christopher Meek, Christopher Meek, 2006, Artif. Intell..

Toward Learning Graphical and Causal Process Models

Christopher Meek, 2014, CI@UAI.

Searching large indexes on tiny devices: optimizing binary search with character pinning

Guy Shani, Bo Thiesson, Tim Paek, 2009, IUI.

Lighting energy consumption in ultra-low energy buildings: Using a simulation and measurement methodology to model occupant behavior and lighting controls

Christopher Meek, Da Yan, Panyu Zhu, 2017 .

Unsupervised hierarchical probabilistic segmentation of discrete events

Guy Shani, Christopher Meek, Asela Gunawardana, 2011, Intell. Data Anal..

Analysis of a Design Pattern for Teaching with Features and Labels pdf

Patrice Y. Simard, Xiaojin Zhu, Christopher Meek, 2016, ArXiv.

Daylighting and Integrated Lighting Design

Christopher Meek, Kevin Van Den Wymelenberg, Christopher Meek, 2014 .

Semantic Parsing for Single-Relation Question Answering

Christopher Meek, Xiaodong He, Wen-tau Yih, 2014, ACL.

Truth is among the best explanations: Finding causal explanations of conditional independence and dependence

Richard Scheines, Christopher Meek, Clark Glymour, 1999 .

Asymptotic Model Selection for Directed Networks with Hidden Variables

David Heckerman, Christopher Meek, Dan Geiger, 1996, UAI.

Strong completeness and faithfulness in Bayesian networks pdf

Christopher Meek, Christopher Meek, 1995, UAI.

Using epitomes to model genetic diversity: Rational design of HIV vaccines

Brendan J. Frey, Nebojsa Jojic, David Heckerman, 2005, NIPS.

Perfect Tree-like Markovian Distributions

Christopher Meek, Dan Geiger, Ann Becker, 2000, UAI.

Recursive Inversion Models for Permutations

Marina Meila, Christopher Meek, 2014, NIPS.

TETRAD II : tools for causal modeling

Richard Scheines, Christopher Meek, Clark Glymour, 1994 .

Dependency Networks for Collaborative Filtering and Data Visualization pdf

David Maxwell Chickering, David Heckerman, Christopher Meek, 2000, UAI.

GlareShade: a visual comfort-based approach to occupant-centric shading systems

Mehlika Inanici, Christopher Meek, Alireza Hashemloo, 2016 .

Finding Optimal Bayesian Networks pdf

David Maxwell Chickering, Christopher Meek, Christopher Meek, 2002, UAI.

Good Word Attacks on Statistical Spam Filters

Christopher Meek, Daniel Lowd, Christopher Meek, 2005, CEAS.

Relating graphical frameworks : undirected, directed acyclic and chain graph models

Christopher Meek, 1995 .

A Variational Inference Procedure Allowing Internal Structure for Overlapping Clusters and Deterministic Constraints

Christopher Meek, Dan Geiger, Ydo Wexler, 2006, J. Artif. Intell. Res..

Structural Periodic Measures for Time-Series Data

Philip S. Yu, Michail Vlachos, Christopher Meek, 2005, Data Mining and Knowledge Discovery.

TETRAD II: Tools for Discovery

Richard Scheines, Christopher Meek, Clark Glymour, 1994 .

Variations on undirected graphical models and their relationships

David Heckerman, Thomas S. Richardson, Christopher Meek, 2014, Kybernetika.

Singling out Ill-fit Items in a Classification. Application to the Taxonomy of Enterobacteriaceae

Mats Gyllenberg, Heikki Mannila, Christopher Meek, 2000 .

MAS: a multiplicative approximation scheme for probabilistic inference

Christopher Meek, Ydo Wexler, Christopher Meek, 2008, NIPS.

Large-Sample Learning of Bayesian Networks is NP-Hard pdf

David Maxwell Chickering, Christopher Meek, David Heckerman, 2002, J. Mach. Learn. Res..

Combining Heterogeneous Models for Measuring Relational Similarity

Geoffrey Zweig, Christopher Meek, Tomas Mikolov, 2013, NAACL.

Practically Perfect pdf

David Maxwell Chickering, Christopher Meek, 2003, UAI.

Accelerating EM for Large Databases

Bo Thiesson, David Heckerman, Christopher Meek, 2001, Machine Learning.

Learning Vector Representations for Similarity Measures

Christopher Meek, Scott Wen-tau Yih, Christopher Meek, 2010 .

Tunneled TLS for multi-factor authentication

Darko Kirovski, Christopher Meek, 2011, DRM '11.

The Bullitt Center: A Comparative Analysis Between Simulated and Operational Performance

Christopher Meek, Dylan Davis, Robert Pena, 2017 .

Probabilistic Entity-Relationship Models, PRMs, and Plate Models

David Heckerman, Christopher Meek, Daphne Koller, 2004 .

Algorithms for Active Classifier Selection: Maximizing Recall with Precision Constraints

Paul N. Bennett, Christopher Meek, Xiaojin Zhu, 2017, WSDM.

Quantifier Elimination for Statistical Problems

Christopher Meek, Dan Geiger, D. Geiger, 1999, UAI.

Global partial orders from sequential data

Heikki Mannila, Christopher Meek, Christopher Meek, 2000, KDD '00.

UAI '03, Proceedings of the 19th Conference in Uncertainty in Artificial Intelligence, August 7-10 2003, Acapulco, Mexico

Christopher Meek, Uffe Kjærulff, Christopher Meek, 2003, UAI 2003.

Dependency Networks for Density Estimation, Collaborative Filtering, and Data Visualization

David Heckerman, Carl M. Kadie, Christopher Meek, 2000 .

On the geometry of DAG models with hidden variables

David Heckerman, Christopher Meek, Dan Geiger, 1999, AISTATS.

WikiQA: A Challenge Dataset for Open-Domain Question Answering

Yi Yang, Christopher Meek, Wen-tau Yih, 2015, EMNLP.

Staged Mixture Modelling and Boosting pdf

Bo Thiesson, David Heckerman, Christopher Meek, 2002, UAI.

Visualization of navigation patterns on a Web site using model-based clustering

Padhraic Smyth, David Heckerman, Christopher Meek, 2000, KDD '00.

Consistent phrase relevance measures

Christopher Meek, Wen-tau Yih, 2008, ADKDD '08.

The Value of Semantic Parse Labeling for Knowledge Base Question Answering

Ming-Wei Chang, Matthew Richardson, Christopher Meek, 2016, ACL.

Learning Bayesian Networks with Discrete Variables from Data

Christopher Meek, Peter Spirtes, P. Spirtes, 1995, KDD.

Machine Teaching: A New Paradigm for Building Machine Learning Systems pdf

David Maxwell Chickering, Patrice Y. Simard, Christopher Meek, 2017, ArXiv.

Tied boltzmann machines for cold start recommendations

Christopher Meek, Asela Gunawardana, 2008, RecSys '08.

Aggregating Ordinal Labels from Crowds by Minimax Conditional Entropy

Qiang Liu, John C. Platt, Christopher Meek, 2014, ICML.

NL-EDIT: Correcting Semantic Parse Errors through Natural Language Interaction

Matthew Richardson, Ahmed Elgohary, Ahmed Hassan Awadallah, 2021, NAACL.

Foundations of Adversarial Machine Learning

Christopher Meek, Daniel Lowd, Pedro Domingos, 2007 .

Using D-Separation to Calculate Zero Partial Correlations in Linear Models with Correlated Errors

Richard Scheines, Christopher Meek, Thomas S. Richardson, 1996 .

The dimensionality of mixed ancestral graphs

Christopher Meek, Thomas S. Richardson, Peter Spirtes, 1997 .