Quick Links
Contact
Dr. Samory Kpotufe |
| Address: | Spemannstr. 38 72076 Tübingen |
| Phone: | +49 7071 601 551 |
| Fax: | +49 7071 601 552 |
| E-Mail: |  samory |
I work on machine learning, and I'm particularly interested in nonparametric methods, i.e. methods that can be understood as optimizing some objective over an infinite dimensional search space.
Please visit my personal webpage for more info.
Conference papers (3): | |
|---|---|
| • |
Kpotufe S  and Boularias A (2013) Gradient Weights help Nonparametric Regressors
In: Advances in Neural Information Processing Systems 25, (Ed) , , , and , 26th Annual Conference on Neural Information Processing Systems (NIPS 2012), Curran Associates Inc., 2870--2878.
|
| • |
Kpotufe S and von Luxburg U (2011) Pruning nearest neighbor cluster trees
(Ed) Getoor, L. , T. Scheffer, 28th International Conference on Machine Learning (ICML 2011), International Machine Learning Society, Madison, WI, USA, 225-232.
|
| • |
Kpotufe S (2011) k-NN Regression Adapts to Local Intrinsic Dimension
In: Advances in Neural Information Processing Systems 24, (Ed) , , , and , Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS 2011), 729-737.
|