Papers in which Infer.net was used
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Monday, November 14, 2011 5:17 PM
Hello,
can anybody recommend a number of papers in which infer.net or factor graphs were used for specific applications?
Many thanks!
All Replies
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Wednesday, November 16, 2011 9:25 AMOwner
2009
"Merlin: Specification Inference for Explicit Information Flow Problems"
Benjamin Livshits, Aditya V. Nori, Sriram K. Rajamani, Anindya Banerjee
PLDI ’09, TechFest 2009
http://research.microsoft.com/en-us/projects/merlin/
http://research.microsoft.com/apps/pubs/default.aspx?id=77900"DebugAdvisor: A Recommender System for Debugging"
B. Ashok, Joseph Joy, Hongkang Liang, Sriram Rajamani, Gopal Srinivasa, and Vipindeep Vangala
Foundations of Software Engineering (ESEC/FSE), 26 August 2009
http://research.microsoft.com/apps/pubs/default.aspx?id=101301
"Immune System Modeling with Infer.NET"
Vincent Y. F. Tan, John Winn, Angela Simpson, Adnan Custovic
2008 IEEE International Conference on e-Science
http://www.mit.edu/~vtan/escience/"Matchbox: Large Scale Online Bayesian Recommendations"
David Stern,Ralf Herbrich,Thore Graepel
WWW 2009
http://www2009.org/proceedings/pdf/p111.pdf
http://research.microsoft.com/apps/pubs/default.aspx?id=79460
http://portal.acm.org/citation.cfm?id=1526709.1526725&coll=GUIDE&dl=acm&type=series&idx=SERIES968&part=series&WantType=Proceedings&title=WWW"Usher: Improving Data Quality With Dynamic Forms"
Kuang Chen,Harr Chen,Neil Conway,Joseph M. Hellerstein,Tapan S. Parikh
ICTD 2009http://academic.research.microsoft.com/Paper/5465093.aspx
"Novel Tools To Streamline the Conference Review Process: Experiences from SIGKDD’09"
Peter A. Flach, Sebastian Spiegler, Bruno Golenia, Simon Price, John Guiver, Ralf Herbrich, Thore Graepel, Mohammed J. ZakiSIGKDD Explorations, 11(2). ISSN 19310145, pp. 62–67. December 2009
http://www.cs.bris.ac.uk/Publications/Papers/2001111.pdf
"Modeling Shared Tastes in Online Communities."
Laura Dietz
In: NIPS Workshop on Applications for Topic Models: Text and Beyond, Dec 2009
http://www.mpi-inf.mpg.de/~dietz/dietz%20-sharedtastes-TM.pdf
2010
"A Novel Click Model and Its Applications to Online Advertising"
Zeyuan Allen Zhu, Weizhu Chen, Tom Minka, Chenguang Zhu, and Zheng Chen
Proceedings of the Third ACM International Conference on Web Search and Data Mining (WSDM 2010)
http://research.microsoft.com/apps/pubs/?id=119092"Beyond Atopy: Multiple Patterns of Sensitization in Relation to Asthma in a Birth Cohort Study"
Simpson A, Tan VY, Winn J, Svensén M, Bishop CM, Heckerman DE, Buchan I, Custovic A.Am J Respir Crit Care Med. 2010 Feb 18. [Epub ahead of print]
http://www.ncbi.nlm.nih.gov/pubmed/20167852
Statistical Models of Music-listening Sessions in Social Media
Elena Zheleva, John Guiver, Eduarda Mendes Rodrigues, and Natasa Milic-Frayling
WWW 2010Bayesian knowledge corroboration with logical rules and user feedback
G. Kasneci, J. Van Gael, T. Graepel, and R. Herbrich.
In European Conference on Machine Learning (ECML), Barcelona, Spain, September 2010.
"Parameter Estimation of 1-PL and 2-PL models: A Comparison of Marginal Maximum Likelihood, Bayesian and Variational Bayesian Approximation Estimation Methods Using Infer.Net, SAS and WINBUGS"
Prathiba Natesan, Ratna Nandakumar, Tom Minka, Xiaoyu Qian, and Jonathan Rubright
75th Annual Meeting of the Psychometric Society (IMPS) 2010Revisiting the Examination Hypothesis with Query Specific Position Bias
Sreenivas Gollapudi, Rina PanigrahyCoRR 2010
Intelligent Agent for Information Extraction from Arabic Text without Machine Translation
Tarek Helmy and Abdirahman Daud
In: Proceedings of the 1st Workshop on Cross-Cultural and Cross-Lingual Aspects of the Semantic Web 2010
Comparative validation of graphical models for learning tumor segmentations from noisy manual annotations
Kaster FO, Menze BH, Weber MA and Hamprecht FA.
In: Proc MICCAI Workshop on Medical Computer Vision (MCV 2010). Beijing, China. LNCS 2010Modeling skin and ageing phenotypes using latent variable models in Infer.NET
David Knowles, Leopold Parts, Daniel Glass and John Winn
In: Predictive Models in Personalized Medicine Workshop, NIPS 2010, 11 Dec 2010
2011
Probabilistic, Modular and Scalable Inference of Typestate Specifications
Nels E. Beckman and Aditya V. NoriIn PLDI '11: Programming Languages Design and Implementation, June 2011
Using Infer.NET for Statistical Analyses
S.S.J. Wang and M.P. Wand
The American Statistician 2011, to appear
Dichotomous cellular properties of mouse orexin/hypocretin neurons
Cornelia Schöne, Anne Venner, David Knowles, Mahesh M Karnani and Denis Burdakov
The Journal of Physiology, 2011 -
Thursday, November 17, 2011 3:33 PM
Thank you very much for that! This might be a good thing to have on the project website, don't you think?
Mirko
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Thursday, November 17, 2011 6:32 PMOwnerYes!
