Adam Woznica

3 papers · 2011–2012 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird 🌱 Topic Pioneer 🧭 Keyword Pioneer

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Venues

NeurIPS (2) AISTATS (1)

Top co-authors

Jun Wang (3) Alexandros Kalousis (3) Huyen Do (1) Huyen T. Do (1)

Research topics

Machine Learning (3) Core Methods (3) Deep Learning (2) Learning Types · Deep Learning (2) Learning Types · Machine Learning (1) Optimization & Theory · Deep Learning (1) Optimization & Theory · Machine Learning (1)

Keywords

metric learning (3) distance metric (2) nearest neighbor (2) support vector machine (2) feature space (1) multiple kernel learning (1) mahalanobis distance (1) nearest neighbor classification (1) kernel fusion (1) linear transformation (1) data manifold (1) anchor point (1) local metric (1) kernel methods (1) local metric learning (1) basis metric (1) multi-source learning (1) manifold regularization (1) large margin (1)

Papers

A metric learning perspective of SVM: on the relation of LMNN and SVM AISTATS 2012 Parametric Local Metric Learning for Nearest Neighbor Classification NeurIPS 2012 Metric Learning with Multiple Kernels NeurIPS 2011