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NIPS
2007
15 years 3 months ago
A Spectral Regularization Framework for Multi-Task Structure Learning
Learning the common structure shared by a set of supervised tasks is an important practical and theoretical problem. Knowledge of this structure may lead to better generalization ...
Andreas Argyriou, Charles A. Micchelli, Massimilia...
SIGCSE
2006
ACM
135views Education» more  SIGCSE 2006»
15 years 7 months ago
Personality types, learning styles, and an agile approach to software engineering education
This paper describes an initiative at North Carolina State University in which the undergraduate software engineering class was restructured in layout and in presentation. The cha...
Lucas Layman, Travis Cornwell, Laurie A. Williams
LION
2009
Springer
125views Optimization» more  LION 2009»
15 years 8 months ago
New Bounds on the Clique Number of Graphs Based on Spectral Hypergraph Theory
This work introduces new bounds on the clique number of graphs derived from a result due to S´os and Straus, which generalizes the Motzkin-Straus Theorem to a specific class of h...
Samuel Rota Bulò, Marcello Pelillo
IPCO
2008
91views Optimization» more  IPCO 2008»
15 years 3 months ago
New Geometry-Inspired Relaxations and Algorithms for the Metric Steiner Tree Problem
Abstract. Determining the integrality gap of the bidirected cut relaxation for the metric Steiner tree problem, and exploiting it algorithmically, is a long-standing open problem. ...
Deeparnab Chakrabarty, Nikhil R. Devanur, Vijay V....
ICIC
2005
Springer
15 years 7 months ago
Borderline-SMOTE: A New Over-Sampling Method in Imbalanced Data Sets Learning
In recent years, mining with imbalanced data sets receives more and more attentions in both theoretical and practical aspects. This paper introduces the importance of imbalanced da...
Hui Han, Wenyuan Wang, Binghuan Mao