Clint Scovel

2007
15	EE	Nikolas List, Don R. Hush, Clint Scovel, Ingo Steinwart: Gaps in Support Vector Optimization. COLT 2007: 336-348
14	EE	Don R. Hush, Clint Scovel, Ingo Steinwart: Stability of Unstable Learning Algorithms. Machine Learning 67(3): 197-206 (2007)
2006
13	EE	Ingo Steinwart, Don R. Hush, Clint Scovel: Function Classes That Approximate the Bayes Risk. COLT 2006: 79-93
12	EE	Ingo Steinwart, Don R. Hush, Clint Scovel: An Oracle Inequality for Clipped Regularized Risk Minimizers. NIPS 2006: 1321-1328
11	EE	Ingo Steinwart, Don R. Hush, Clint Scovel: An Explicit Description of the Reproducing Kernel Hilbert Spaces of Gaussian RBF Kernels. IEEE Transactions on Information Theory 52(10): 4635-4643 (2006)
10	EE	Don R. Hush, Patrick Kelly, Clint Scovel, Ingo Steinwart: QP Algorithms with Guaranteed Accuracy and Run Time for Support Vector Machines. Journal of Machine Learning Research 7: 733-769 (2006)
2005
9	EE	Ingo Steinwart, Clint Scovel: Fast Rates for Support Vector Machines. COLT 2005: 279-294
8	EE	Ingo Steinwart, Don R. Hush, Clint Scovel: A Classification Framework for Anomaly Detection. Journal of Machine Learning Research 6: 211-232 (2005)
2004
7	EE	Ingo Steinwart, Don R. Hush, Clint Scovel: Density Level Detection is Classification. NIPS 2004
6	EE	Ingo Steinwart, Clint Scovel: Fast Rates to Bayes for Kernel Machines. NIPS 2004
5		Don R. Hush, Clint Scovel: Fat-Shattering of Affine Functions. Combinatorics, Probability & Computing 13(3): 353-360 (2004)
2003
4		Don R. Hush, Clint Scovel: Polynomial-Time Decomposition Algorithms for Support Vector Machines. Machine Learning 51(1): 51-71 (2003)
2002
3	EE	Adam Cannon, J. Mark Ettinger, Don R. Hush, Clint Scovel: Machine Learning with Data Dependent Hypothesis Classes. Journal of Machine Learning Research 2: 335-358 (2002)
2001
2		Don R. Hush, Clint Scovel: On the VC Dimension of Bounded Margin Classifiers. Machine Learning 45(1): 33-44 (2001)
1998
1	EE	Judith Hochberg, Clint Scovel, Timothy Thomas, Sam Hall: Bayesian Stratified Sampling to Assess Corpus Utility CoRR cmp-lg/9806012: (1998)

Coauthor Index

1	Adam Cannon	[3]
2	J. Mark Ettinger	[3]
3	Sam Hall	[1]
4	Judith Hochberg	[1]
5	Don R. Hush	[2] [3] [4] [5] [7] [8] [10] [11] [12] [13] [14] [15]
6	Patrick Kelly	[10]
7	Nikolas List	[15]
8	Ingo Steinwart	[6] [7] [8] [9] [10] [11] [12] [13] [14] [15]
9	Timothy Thomas	[1]