Searching for "Information-theoretic metric learning." – sorted by Relevance.
7 documents found, showing 1 through 7.
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Information-theoretic metric learning
- …Information-Theoretic Metric Learning Jason Davis, Brian Kulis, Suvrit Sra and Inderjit Dhillon…
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Fast similarity search for learned metrics
- … using an information-theoretic metric learning technique that adapts prior knowledge about pairwise…
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Online linear regression using burg entropy
- … that online information-theoretic metric learning reduces to online linear regression problem with the Log…
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unknown title
- … learning [30, 3, 8]; we consider the information-theoretic metric learning method of [8] because…
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Structured Metric Learning for High Dimensional Problems ABSTRACT
- …-supervised constraint data. For example, the information-theoretic metric learning algorithm presented by Davis et. al…
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Online Metric Learning and Fast Similarity Search
- … to enforce positive definiteness, which can be slow in practice. The information-theoretic metric learning…
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Metric Learning: A Support Vector Approach
- … the Large Margin Nearest Neighbor [7] (LMNN) and Information-Theoretic Metric Learning (ITML) [1…
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Showing 1 through 7.
