Learning Patterns with Kernels and Learning Kernels from Patterns
<p>A major technique in learning involves the identification of patterns and their use to make predictions. In this work, we examine the symbiotic relationship between patterns and Gaussian process regression (GPR), which is mathematically equivalent to kernel interpolation. We introduce tec...
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Format: | Others |
Language: | en |
Published: |
2021
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Online Access: | https://thesis.library.caltech.edu/13868/1/Thesis17_GeneRyanYoo.pdf Yoo, Gene Ryan (2021) Learning Patterns with Kernels and Learning Kernels from Patterns. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/c5fn-ac81. https://resolver.caltech.edu/CaltechTHESIS:09062020-172055989 <https://resolver.caltech.edu/CaltechTHESIS:09062020-172055989> |
Internet
https://thesis.library.caltech.edu/13868/1/Thesis17_GeneRyanYoo.pdfYoo, Gene Ryan (2021) Learning Patterns with Kernels and Learning Kernels from Patterns. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/c5fn-ac81. https://resolver.caltech.edu/CaltechTHESIS:09062020-172055989 <https://resolver.caltech.edu/CaltechTHESIS:09062020-172055989>