2683 search results - page 103 / 537 » Machine learning problems from optimization perspective |
135
Voted
NIPS
2004
15 years 3 months ago
2004
Many works have shown that strong connections relate learning from examples to regularization techniques for ill-posed inverse problems. Nevertheless by now there was no formal ev...
146
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ASSETS
2007
ACM
15 years 6 months ago
2007
ACM
We address the practical problem of automating the process of translating figures from mathematics, science, and engineering textbooks to a tactile form suitable for blind student...
105
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AUSAI
2004
Springer
15 years 7 months ago
2004
Springer
How to assess the performance of machine learning algorithms is a problem of increasing interest and urgency as the data mining application of myriad algorithms grows. The standard...
114
Voted
AAAI
2007
15 years 4 months ago
2007
Analysis of postgenomic biological data (such as microarray and SNP data) is a subtle art and science, and the statistical methods most commonly utilized sometimes prove inadequat...
123
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ICML
2009
IEEE
15 years 9 months ago
2009
IEEE
Virtually all methods of learning dynamic systems from data start from the same basic assumption: that the learning algorithm will be provided with a sequence, or trajectory, of d...