Clint Scovel
5 papers · 2002–2011 · 2 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π Conference Polyglot (2) π Academic Marathon (9) π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (10)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Keyword Trendsetter Combo
(3)
π±
Topic Pioneer
π
Keyword Champion
(2)
π
Trend Setter
π
Conference Pioneer
Conferences
JMLR (4)
NIPS (1)
Top co-authors
Keywords
support vector machine
(4)
statistical learning theory
(2)
optimization algorithm
(2)
anomaly detection
(1)
oracle inequalities
(1)
regularized risk
(1)
pac learning
(1)
empirical risk minimization
(1)
vc dimension
(1)
risk minimization
(1)
oracle inequality
(1)
regularized risk minimization
(1)
kernel classification
(1)
quadratic programming
(1)
structural risk minimization
(1)
hypothesis class
(1)
learning rate
(1)
estimation error
(1)
dual problem
(1)
error bound
(1)
Papers
Training SVMs Without Offset
JMLR 2011
An Oracle Inequality for Clipped Regularized Risk Minimizers
NIPS 2006
QP Algorithms with Guaranteed Accuracy and Run Time for Support Vector Machines
JMLR 2006
A Classification Framework for Anomaly Detection
JMLR 2005
Machine Learning with Data Dependent Hypothesis Classes
JMLR 2002