Maksim Lapin
Maksim Lapin
Senior Applied Scientist, Amazon
Verified email at amazon.com - Homepage
Title
Cited by
Cited by
Year
Learning using privileged information: SVM+ and weighted SVM
M Lapin, M Hein, B Schiele
Neural Networks 53, 95-108, 2014
1042014
Scalable Multitask Representation Learning for Scene Classification
M Lapin, B Schiele, M Hein
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014), 2014
562014
Top-k Multiclass SVM
M Lapin, M Hein, B Schiele
Advances in Neural Information Processing Systems (NIPS 2015), 325-333, 2015
492015
Analysis and optimization of loss functions for multiclass, top-k, and multilabel classification
M Lapin, M Hein, B Schiele
IEEE transactions on pattern analysis and machine intelligence 40 (7), 1533-1554, 2017
462017
Loss Functions for Top-k Error: Analysis and Insights
M Lapin, M Hein, B Schiele
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), 2016
452016
Efficient Output Kernel Learning for Multiple Tasks
P Jawanpuria, M Lapin, M Hein, B Schiele
Advances in Neural Information Processing Systems (NIPS 2015), 1189-1197, 2015
252015
SHAVE: stochastic hybrid analysis of markov population models
M Lapin, L Mikeev, V Wolf
Proceedings of the 14th international conference on Hybrid systems …, 2011
222011
Image classification with limited training data and class ambiguity
M Lapin
2017
Simplex Coding and Supervised Dictionary Learning
M Lapin
Saarland University, 2012
2012
Scalable Multitask Representation Learning for Scene Classification Supplementary Material
M Lapin, B Schiele, M Hein
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Articles 1–10