Maksim Lapin

SHAVE: stochastic hybrid analysis of markov population models

Verena Wolf, Linar Mikeev, Maksim Lapin, 2011, HSCC '11.

Simplex Coding and Supervised Dictionary Learning

Bernt Schiele, Matthias Hein, Maksim Lapin, 2012 .

Image classification with limited training data and class ambiguity

Maksim Lapin, Maksim Lapin, 2017 .

Top-k Multiclass SVM

Bernt Schiele, Matthias Hein, Maksim Lapin, 2015, NIPS.

Efficient Output Kernel Learning for Multiple Tasks

Bernt Schiele, Matthias Hein, Pratik Jawanpuria, 2015, NIPS.

Analysis and Optimization of Loss Functions for Multiclass, Top-k, and Multilabel Classification

Bernt Schiele, Matthias Hein, Maksim Lapin, 2016, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Loss Functions for Top-k Error: Analysis and Insights

Bernt Schiele, Matthias Hein, Maksim Lapin, 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Learning using privileged information: SV M+ and weighted SVM

Bernt Schiele, Matthias Hein, Maksim Lapin, 2013, Neural Networks.

Scalable Multitask Representation Learning for Scene Classification

Bernt Schiele, Matthias Hein, Maksim Lapin, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

Scalable Multitask Representation Learning for Scene Classification Supplementary Material

Bernt Schiele, Maksim Lapin, Max, 2014 .