Guy Lebanon - Selected Papers
|
2005
|
-
| G. Lebanon |
|
Metric Learning for Text Documents
|
|
IEEE Transactions on
Pattern Analysis and Machine Intelligence
|
|
(submitted, pending revisions) |
|
-
| G. Lebanon |
| Axiomatic
Geometry of Conditional Models
|
|
IEEE Transactions on
Information Theory
51(4):1283-1294, April 2005 |
| [link] |
|
-
| J. Lafferty and G. Lebanon |
| Diffusion Kernels on
Statistical Manifolds |
|
Journal
of Machine Learning Research
6:129-163, January 2005 |
| [link] |
|
-
| G. Lebanon |
|
Riemannian
Geometry and Statistical Machine Learning
|
| PhD Thesis |
| Technical
Report CMU-LTI-05-189 |
| [link]
|
|
2004
|
-
| G. Lebanon |
| An Extended Čencov-Campbell
Characterization of Conditional Information Geometry |
|
Proc. of the 20th Conference on Uncertainty in
Artificial Intelligence |
| [pdf] |
|
-
| G. Lebanon and J. Lafferty |
| Hyperplane Margin
Classifiers on the Multinomial Manifold |
|
Proc. of the 21st International
Conference on Machine Learning |
| [pdf] |
|
2003
|
-
| G. Lebanon |
| Learning Riemannian Metrics |
|
Proc. of the 19th Conference on Uncertainty in
Artificial Intelligence |
| [pdf] |
|
-
| G. Lebanon |
| Computing the Volume Element
of a Family of Metrics on the Multinomial Simplex |
| Technical
Report CMU-CS-03-145 |
| [link] |
|
-
| G. Lebanon and J. Lafferty |
| Conditional Models
on the Ranking Poset |
| Advances
in Neural Information Processing Systems 15
|
| [pdf] |
|
-
| J. Lafferty and G. Lebanon |
| Information
Diffusion Kernels |
| Advances
in Neural Information Processing Systems 15
|
| [pdf] |
|
2002
|
-
| G. Lebanon and J. Lafferty |
| Cranking: Combining
Rankings using Conditional Probability Models on Permutations |
| Proc. of the 19th International
Conference on Machine Learning |
| [pdf] |
|
-
| G. Lebanon and J. Lafferty |
| Boosting and
Maximum Likelihood for Exponential Models |
| Advances
in Neural Information Processing Systems 14
|
| [pdf] |
|
2001
|
-
| G. Lebanon and J. Lafferty |
| Boosting and
Maximum Likelihood for Exponential Models |
| Technical
Report CMU-CS-01-144 |
| [link] |
|
| G. Lebanon and A.
Bruckstein |
| Variational
Approach to Moiré Pattern Synthesis |
| Journal of the Optical Society of America A
18(6):1371-1382, June 2001. |
| [pdf, link] |
|
-
| G. Lebanon and A.
Bruckstein |
| Designing
Moiré Patterns |
|
Energy Minimization Methods in Computer Vision and
Pattern Recognition |
| Lecture
Notes in Computer Science Vol. 2134, Springer, 2001. |
| [link] |
|
