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20152023
most citedThe Break-Even Point on Optimization Trajectories of Deep Neural Networks

32 citations · 74 across the 24 of their papers we have counts for

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cs.LG2015★ 1 cited

Maximum Entropy Linear Manifold for Learning Discriminative Low-dimensional Representation

Wojciech Marian Czarnecki, Rafał Józefowicz, Jacek Tabor

Representation learning is currently a very hot topic in modern machine learning, mostly due to the great success of the deep learning methods. In particular low-dimensional repres…

stat.ML2015

Active Function Cross-Entropy Clustering

P. Spurek, J. Tabor, P. Markowicz

Gaussian Mixture Models (GMM) have found many applications in density estimation and data clustering. However, the model does not adapt well to curved and strongly nonlinear data.…