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AAAI
1997
15 years 3 months ago
Worst-Case Absolute Loss Bounds for Linear Learning Algorithms
The absolute loss is the absolute difference between the desired and predicted outcome. I demonstrateworst-case upper bounds on the absolute loss for the perceptron algorithm and ...
Tom Bylander
NIPS
1998
15 years 3 months ago
Convergence of the Wake-Sleep Algorithm
The W-S (Wake-Sleep) algorithm is a simple learning rule for the models with hidden variables. It is shown that this algorithm can be applied to a factor analysis model which is a...
Shiro Ikeda, Shun-ichi Amari, Hiroyuki Nakahara
WSCG
2000
153views more  WSCG 2000»
15 years 3 months ago
RaFSi - A Fast Watershed Algorithm Based on Rainfalling Simulation
In this paper, we present a fast watershed algorithm based on the rainfalling simulation. We present the various techniques and data structures utilized in our approach. Throughou...
Stanislav L. Stoev
DAGSTUHL
1996
15 years 3 months ago
Competitive Analysis of Distributed Algorithms
Abstract. Most applications of competitive analysis have involved online problems where a candidate on-line algorithm must compete on some input sequence against an optimal o -line...
James Aspnes
80
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MVA
1990
100views Computer Vision» more  MVA 1990»
15 years 2 months ago
A High Speed Word Matching Algorithm for Handwritten Chinese Character Recognition
A new high speed word matching algorithm for handwritten Chinese character recomition is presented. Acontinuous string without delimiting space is recognized in real time by using...
Katsumi Marukawa, Masashi Koga, Yoshihiro Shima, H...
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