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Computing with Data: An Introduction to the Data Industry

1st ed. 2018., 2018

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Metric learning for text documents

IEEE transactions on pattern analysis and machine intelligence, 2006-04, Vol.28 (4), p.497-508

Lebanon, G.

2006

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Smooth sparse coding via marginal regression for learning sparse representations

Artificial intelligence, 2016-09, Vol.238, p.83-95

2016

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Generalized isotonic conditional random fields

Machine learning, 2009-12, Vol.77 (2-3), p.225-248

2009

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Statistical Estimation of Word Acquisition With Application to Readability Prediction

Journal of the American Statistical Association, 2011-03, Vol.106 (493), p.21-30

2011

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Generalized isotonic conditional randomfields

Machine learning, 2009-12, Vol.77 (2-3), p.225-248

2009

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Estimating probabilities in recommendation systems

Applied statistics, 2012-05, Vol.61 (3), p.471-492

2012

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Visualizing Incomplete and Partially Ranked Data

IEEE transactions on visualization and computer graphics, 2008-11, Vol.14 (6), p.1356-1363

2008

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Preface: Intelligent interactive data visualization

Data mining and knowledge discovery, 2013-07, Vol.27 (1), p.1-3

2013

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Axiomatic geometry of conditional models

IEEE transactions on information theory, 2005-04, Vol.51 (4), p.1283-1294

Lebanon, G.

2005

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Composite Statistical Inference for Semantic Segmentation

2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013, p.3302-3309

2013

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Sequential Document Visualization

IEEE transactions on visualization and computer graphics, 2007-11, Vol.13 (6), p.1208-1215

2007

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Generalized isotonic conditional random fields: Special Issue on Structured Prediction

Machine learning, 2009, Vol.77 (2-3), p.225-248

2009

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Regularization through variable selection and conditional MLE with application to classification in high dimensions

Journal of statistical planning and inference, 2009-02, Vol.139 (2), p.385-395

2009

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Local collaborative ranking

Proceedings of the 23rd international conference on World wide web, 2014, p.85-96

2014

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Determining Placement of Intrusion Detectors for a Distributed Application through Bayesian Network Modeling

Recent Advances in Intrusion Detection, p.271-290

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Modeling temporal text streams using the local multinomial model

Electronic journal of statistics, 2010-01, Vol.4 (none)

2010

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Keynote address: Visualizing and modeling ranked data

2013 IEEE Symposium on Large-Scale Data Analysis and Visualization (LDAV), 2013, p.viii-viii

Lebanon, Guy

2013

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Variational approach to moiré pattern synthesis

Journal of the Optical Society of America. A, Optics, image science, and vision, 2001-06, Vol.18 (6), p.1371

2001

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Data transformations and representations for computation and visualization

Information visualization, 2009, Vol.8 (4), p.275-285

2009

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Learning multiple-question decision trees for cold-start recommendation

Proceedings of the sixth ACM international conference on Web search and data mining, 2013, p.445-454

2013

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Fast bregman divergence NMF using taylor expansion and coordinate descent

Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining, 2012, p.307-315

2012

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Designing Moiré Patterns

Energy Minimization Methods in Computer Vision and Pattern Recognition, 2001, p.185-200

2001

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Learning C++

Computing with Data, 2018, p.99-168

2018

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Essential Knowledge: Operating Systems

Computing with Data, 2018, p.37-98

2018

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Computing with Data: An Introduction to the Data Industry

Metric learning for text documents

Smooth sparse coding via marginal regression for learning sparse representations

Generalized isotonic conditional random fields

Statistical Estimation of Word Acquisition With Application to Readability Prediction

Generalized isotonic conditional randomfields

Estimating probabilities in recommendation systems

Visualizing Incomplete and Partially Ranked Data

Preface: Intelligent interactive data visualization

Axiomatic geometry of conditional models

Composite Statistical Inference for Semantic Segmentation

Sequential Document Visualization

Generalized isotonic conditional random fields: Special Issue on Structured Prediction

Regularization through variable selection and conditional MLE with application to classification in high dimensions

Local collaborative ranking

Determining Placement of Intrusion Detectors for a Distributed Application through Bayesian Network Modeling

Modeling temporal text streams using the local multinomial model

Keynote address: Visualizing and modeling ranked data

Variational approach to moiré pattern synthesis

Data transformations and representations for computation and visualization

Learning multiple-question decision trees for cold-start recommendation

Fast bregman divergence NMF using taylor expansion and coordinate descent

Designing Moiré Patterns

Learning C++

Essential Knowledge: Operating Systems

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