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96
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CERA
2002
109views more  CERA 2002»
15 years 29 days ago
Devolved Manufacturing
Current research by the developers of rapid prototyping systems is generally focused on improvements in cost, speed and materials to create truly economic and practical economic r...
Richard J. Bateman, Kai Cheng
121
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IJCV
2000
136views more  IJCV 2000»
15 years 28 days ago
A Trainable System for Object Detection
This paper presents a general, trainable system for object detection in unconstrained, cluttered scenes. The system derives much of its power from a representation that describes a...
Constantine Papageorgiou, Tomaso Poggio
101
Voted
ML
2002
ACM
133views Machine Learning» more  ML 2002»
15 years 23 days ago
Estimating Generalization Error on Two-Class Datasets Using Out-of-Bag Estimates
For two-class datasets, we provide a method for estimating the generalization error of a bag using out-of-bag estimates. In bagging, each predictor (single hypothesis) is learned ...
Tom Bylander
113
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JMLR
2010
135views more  JMLR 2010»
14 years 11 months ago
Bundle Methods for Regularized Risk Minimization
A wide variety of machine learning problems can be described as minimizing a regularized risk functional, with different algorithms using different notions of risk and differen...
Choon Hui Teo, S. V. N. Vishwanathan, Alex J. Smol...
127
Voted
ML
2010
ACM
141views Machine Learning» more  ML 2010»
14 years 11 months ago
Relational retrieval using a combination of path-constrained random walks
Scientific literature with rich metadata can be represented as a labeled directed graph. This graph representation enables a number of scientific tasks such as ad hoc retrieval o...
Ni Lao, William W. Cohen