Tom Minka

According to our database1, Tom Minka authored at least 42 papers between 1995 and 2014.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2014
A* Sampling.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

2012
You are facing the Mona Lisa: spot localization using PHY layer information.
Proceedings of the 10th International Conference on Mobile Systems, 2012

How To Grade a Test Without Knowing the Answers - A Bayesian Graphical Model for Adaptive Crowdsourcing and Aptitude Testing.
Proceedings of the 29th International Conference on Machine Learning, 2012

2011
Non-conjugate Variational Message Passing for Multinomial and Binary Regression.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Precise indoor localization using PHY information.
Proceedings of the 9th International Conference on Mobile Systems, 2011

Precise indoor localization using PHY layer information.
Proceedings of the Tenth ACM Workshop on Hot Topics in Networks (HotNets-X), 2011

2010
A novel click model and its applications to online advertising.
Proceedings of the Third International Conference on Web Search and Web Data Mining, 2010

Sparse-posterior Gaussian Processes for general likelihoods.
Proceedings of the UAI 2010, 2010

2009
Variable sigma Gaussian processes: An expectation propagation perspective
CoRR, 2009

Click chain model in web search.
Proceedings of the 18th International Conference on World Wide Web, 2009

Virtual Vector Machine for Bayesian Online Classification.
Proceedings of the UAI 2009, 2009

2008
SoftRank: optimizing non-smooth rank metrics.
Proceedings of the International Conference on Web Search and Web Data Mining, 2008

Gates.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Bayesian color constancy revisited.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Window-based expectation propagation for adaptive signal detection in flat-fading channels.
IEEE Trans. Wireless Communications, 2007

TrueSkill Through Time: Revisiting the History of Chess.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007

2006
TrueSkillTM: A Bayesian Skill Rating System.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Cosegmentation of Image Pairs by Histogram Matching - Incorporating a Global Constraint into MRFs.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Principled Hybrids of Generative and Discriminative Models.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005
Structured Region Graphs: Morphing EP into GBP.
Proceedings of the UAI '05, 2005

Object Categorization by Learned Universal Visual Dictionary.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Diagram Structure Recognition by Bayesian Conditional Random Fields.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Bayesian Conditional Random Fields.
Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005

2004
Predictive automatic relevance determination by expectation propagation.
Proceedings of the Machine Learning, 2004

2003
Bayesian Color Constancy with Non-Gaussian Models.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Tree-structured Approximations by Expectation Propagation.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

2002
Expectation-Propogation for the Generative Aspect Model.
Proceedings of the UAI '02, 2002

Novelty and redundancy detection in adaptive filtering.
Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002

Bayesian spectrum estimation of unevenly sampled nonstationary data.
Proceedings of the IEEE International Conference on Acoustics, 2002

2001
A family of algorithms for approximate Bayesian inference.
PhD thesis, 2001

Psychophysical experiments on the PicHunter image retrieval system.
J. Electronic Imaging, 2001

Expectation Propagation for approximate Bayesian inference.
Proceedings of the UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, 2001

Document Image Decoding Using Iterated Complete Path Search with Subsampled Heuristic Scoring.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Document image decoding using iterated complete path search.
Proceedings of the Document Recognition and Retrieval VIII, 2001

2000
Correction to "the Bayesian image retrieval system, pichunter: theory, implementation, and psychophysical experiments".
IEEE Trans. Image Process., 2000

The Bayesian image retrieval system, PicHunter: theory, implementation, and psychophysical experiments.
IEEE Trans. Image Process., 2000

Automatic Choice of Dimensionality for PCA.
Proceedings of the Advances in Neural Information Processing Systems 13, 2000

1998
Psychophysical studies of the performance of an image database retrieval system.
Proceedings of the Human Vision and Electronic Imaging III, 1998

An Optimized Interaction Strategy for Bayesian Relevance Feedback.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

1997
Interactive learning with a "society of models".
Pattern Recognit., 1997

1996
Modeling user subjectivity in image libraries.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

1995
Vision Texture for Annotation.
Multimedia Syst., 1995


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