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EMMCVPR
2011
Springer
12 years 9 months ago
Curvature Regularity for Multi-label Problems - Standard and Customized Linear Programming
Abstract. We follow recent work by Schoenemann et al. [25] for expressing curvature regularity as a linear program. While the original formulation focused on binary segmentation, w...
Thomas Schoenemann, Yubin Kuang, Fredrik Kahl
LCR
1998
Springer
109views System Software» more  LCR 1998»
14 years 2 months ago
Expressing Irregular Computations in Modern Fortran Dialects
Abstract. Modern dialects of Fortran enjoy wide use and good support on highperformance computers as performance-oriented programming languages. By providing the ability to express...
Jan Prins, Siddhartha Chatterjee, Martin Simons
NIPS
2003
13 years 11 months ago
Fast Feature Selection from Microarray Expression Data via Multiplicative Large Margin Algorithms
New feature selection algorithms for linear threshold functions are described which combine backward elimination with an adaptive regularization method. This makes them particular...
Claudio Gentile
DIS
1998
Springer
14 years 2 months ago
Discovering Characteristic Patterns from Collections of Classical Japanese Poems
Abstract. Waka is a form of traditional Japanese poetry with a 1300year history. In this paper, we attempt to discover characteristics common to a collection of waka poems. As a fo...
Mayumi Yamasaki, Masayuki Takeda, Tomoko Fukuda, I...
COLT
2004
Springer
14 years 3 months ago
Regularization and Semi-supervised Learning on Large Graphs
We consider the problem of labeling a partially labeled graph. This setting may arise in a number of situations from survey sampling to information retrieval to pattern recognition...
Mikhail Belkin, Irina Matveeva, Partha Niyogi