Browsing Waterloo Research by Author "Crowley, Mark"
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Acceleration of Large Margin Metric Learning for Nearest Neighbor Classification Using Triplet Mining and Stratified Sampling
Poorhevari, Parisa Abdolrahim; Ghojogh, Benyamin; Gaudet, Vincent C.; Karray, Fakhri; Crowley, Mark (University of Waterloo, 2021-01-15)Metric learning is a technique in manifold learning to find a pro- jection subspace for increasing and decreasing the inter- and intra-class variances, respectively. Some metric learning methods are based on triplet learning ...