| 2008 |
|---|
| 15 | EE | Aarti Singh,
Robert Nowak,
Clayton Scott:
Adaptive Hausdorff Estimation of Density Level Sets.
COLT 2008: 491-502 |
| 14 | EE | Parminder Chhabra,
Clayton Scott,
Eric D. Kolaczyk,
Mark Crovella:
Distributed Spatial Anomaly Detection.
INFOCOM 2008: 1705-1713 |
| 13 | EE | JooSeuk Kim,
Clayton Scott:
Performance analysis for L_2 kernel classification.
NIPS 2008: 833-840 |
| 2007 |
|---|
| 12 | EE | Clayton Scott:
Performance Measures for Neyman-Pearson Classification.
IEEE Transactions on Information Theory 53(8): 2852-2863 (2007) |
| 11 | EE | Clayton Scott,
Mark Davenport:
Regression Level Set Estimation Via Cost-Sensitive Classification.
IEEE Transactions on Signal Processing 55(6-1): 2752-2757 (2007) |
| 2006 |
|---|
| 10 | EE | Clayton Scott,
Robert D. Nowak:
Robust Contour Matching Via the Order-Preserving Assignment Problem.
IEEE Transactions on Image Processing 15(7): 1831-1838 (2006) |
| 9 | EE | Clayton Scott,
Robert D. Nowak:
Minimax-optimal classification with dyadic decision trees.
IEEE Transactions on Information Theory 52(4): 1335-1353 (2006) |
| 8 | EE | Clayton Scott,
Robert D. Nowak:
Learning Minimum Volume Sets.
Journal of Machine Learning Research 7: 665-704 (2006) |
| 2005 |
|---|
| 7 | EE | Clayton Scott,
Robert D. Nowak:
Learning Minimum Volume Sets.
NIPS 2005 |
| 6 | EE | Clayton Scott,
Robert D. Nowak:
A Neyman-Pearson approach to statistical learning.
IEEE Transactions on Information Theory 51(11): 3806-3819 (2005) |
| 2004 |
|---|
| 5 | EE | Clayton Scott,
Robert Nowak:
On the Adaptive Properties of Decision Trees.
NIPS 2004 |
| 2003 |
|---|
| 4 | EE | Clayton Scott,
Robert Nowak:
Near-Minimax Optimal Classification with Dyadic Classification Trees.
NIPS 2003 |
| 2002 |
|---|
| 3 | EE | Clayton Scott,
Robert Nowak:
Dyadic Classification Trees via Structural Risk Minimization.
NIPS 2002: 359-366 |
| 2000 |
|---|
| 2 | | Clayton Scott,
Robert Nowak:
Pattern Extraction and Synthesis Using a Hierarchical Wavelet-Based Framework.
ICIP 2000 |
| 1 | EE | Clayton Scott,
Robert D. Nowak:
A Novel Hierarchical Wavelet-Based Framework for Pattern Analysis and Synthesis.
SSIAI 2000: 242-246 |
