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cs.CV2013★ 38 cited
One-Shot-Learning Gesture Recognition using HOG-HOF Features
Jakub Konečný, Michal Hagara
The purpose of this paper is to describe one-shot-learning gesture recognition systems developed on the \textit{ChaLearn Gesture Dataset}. We use RGB and depth images and combine a…
stat.ML2013
Semi-Stochastic Gradient Descent Methods
Jakub Konečný, Peter Richtárik
In this paper we study the problem of minimizing the average of a large number () of smooth convex loss functions. We propose a new method, S2GD (Semi-Stochastic Gradient Descen…