3050 search results - page 29 / 610 » On-line Algorithms in Machine Learning |
109
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AAAI
2008
2008
Examining Difficulties Software Developers Encounter in the Adoption of Statistical Machine Learning
15 years 4 months ago
Statistical machine learning continues to show promise as a tool for addressing complex problems in a variety of domains. An increasing number of developers are therefore looking ...
148
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ICML
1998
IEEE
15 years 6 months ago
1998
IEEE
We present and solve a real-world problem of learning to drive a bicycle. We solve the problem by online reinforcement learning using the Sarsa( )-algorithm. Then we solve the ...
141
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ALT
2010
Springer
15 years 4 months ago
2010
Springer
Online learning and kernel learning are two active research topics in machine learning. Although each of them has been studied extensively, there is a limited effort in addressing ...
128
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ICPR
2000
IEEE
16 years 3 months ago
2000
IEEE
An algorithmfor data condensation using support vector machines (SVM's)is presented. The algorithm extracts datapoints lying close to the class boundaries,whichform a much re...
109
Voted
ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
We propose a general and efficient algorithm for learning low-rank matrices. The proposed algorithm converges super-linearly and can keep the matrix to be learned in a compact fac...