Maksim Lapin

4 papers · 2014–2016 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

CVPR (2) NeurIPS (2)

Top co-authors

Bernt Schiele (4) Matthias Hein (4) Pratik Kumar Jawanpuria (1)

Research topics

Machine Learning (4) Core Methods (4) Learning Types (3) Optimization & Theory · Machine Learning (3) Artificial Intelligence (1) Computer Vision (1) Deep Learning (1) Analysis (1) Learning Paradigms (1) Optimization & Theory · Deep Learning (1)

Keywords

image classification (2) top-k error (2) multi-task learning (2) multi-class classification (2) positive semidefinite matrix (1) support vector machine (1) loss function (1) low-dimensional representation (1) softmax loss (1) kernel methods (1) output kernel (1) representation learning (1) inter-class correlation (1) convex optimization (1) scene classification (1) convex upper bound (1)

Papers

Loss Functions for Top-k Error: Analysis and Insights CVPR 2016 Efficient Output Kernel Learning for Multiple Tasks NeurIPS 2015 Top-k Multiclass SVM NeurIPS 2015 Scalable Multitask Representation Learning for Scene Classification CVPR 2014