Guy Lebanon, Ph.D.
Affiliations: | 2005 | Carnegie Mellon University, Pittsburgh, PA |
Area:
statistical machine learningGoogle:
"Guy Lebanon"Mean distance: 18.45 (cluster 29)
Parents
Sign in to add mentor| John Lafferty | grad student | 2005 | Carnegie Mellon | |
| (Riemannian geometry and statistical machine learning.) | ||||
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Publications
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| Kim S, Lee J, Lebanon G, et al. (2015) Local context sparse coding Proceedings of the National Conference On Artificial Intelligence. 3: 2260-2266 |
| Balasubramanian K, Yu K, Lebanon G. (2013) Smooth sparse coding via marginal regression for learning sparse representations 30th International Conference On Machine Learning, Icml 2013. 1326-1334 |
| Hammer B, Keim D, Lawrence N, et al. (2013) Preface: Intelligent interactive data visualization Data Mining and Knowledge Discovery. 27: 1-3 |
| Sun M, Lebanon G, Kidwell P. (2012) Estimating probabilities in recommendation systems Journal of the Royal Statistical Society. Series C: Applied Statistics. 61: 471-492 |
| Kidwell P, Lebanon G, Collins-Thompson K. (2011) Statistical estimation of word acquisition with application to readability prediction Journal of the American Statistical Association. 106: 21-30 |
| Lebanon G, Zhao Y, Zhao Y. (2010) Modeling temporal text streams using the local multinomial model Electronic Journal of Statistics. 4: 566-584 |
| Dillon JV, Balasubramanian K, Lebanon G. (2010) Asymptotic analysis of generative semi-supervised learning Icml 2010 - Proceedings, 27th International Conference On Machine Learning. 295-302 |
| Donmez P, Lebanon G, Balasubramanian K. (2010) Unsupervised supervised learning I: Estimating classification and regression errors without labels Journal of Machine Learning Research. 11: 1323-1351 |
| Kasik DJ, Ebert D, Lebanon G, et al. (2009) Data Transformations and Representations for Computation and Visualization Information Visualization. 8: 275-285 |
| Lebanon G. (2009) Axiomatic geometries for text documents Algebraic and Geometric Methods in Statistics. 277-290 |