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NIPS
2003
15 years 3 months ago
On the Dynamics of Boosting
In order to understand AdaBoost’s dynamics, especially its ability to maximize margins, we derive an associated simplified nonlinear iterated map and analyze its behavior in lo...
Cynthia Rudin, Ingrid Daubechies, Robert E. Schapi...
119
Voted
SDM
2003
SIAM
156views Data Mining» more  SDM 2003»
15 years 3 months ago
Detection of Underrepresented Biological Sequences using Class-Conditional Distribution Models
A labeled sequence data set related to a certain biological property is often biased and, therefore, does not completely capture its diversity in nature. To reduce this sampling b...
Slobodan Vucetic, Dragoljub Pokrajac, Hongbo Xie, ...
BMVC
1997
15 years 3 months ago
Employing Region Features for Searching an Image Database
This paper describes recent work on the use of regional data extracted from segmented images for use as search keys in an image database query system. The motivation for this work...
Matthew E. J. Wood, Neill W. Campbell, Barry T. Th...
NIPS
1998
15 years 3 months ago
Example-Based Image Synthesis of Articulated Figures
We present a method for learning complex appearance mappings, such as occur with images of articulated objects. Traditional interpolation networks fail on this case since appearan...
Trevor Darrell
127
Voted
INTERACT
1997
15 years 3 months ago
Usability Engineering in Industrial Practice
ABSTRACT Do developers use proven usability techniques like user involvement, usability testing, and iterative design in industrial practice? Based on inside knowledge of many diff...
Søren Lauesen