Search Results for author: V. Ugur Guney

Found 3 papers, 1 papers with code

Empirical Analysis of the Hessian of Over-Parametrized Neural Networks

no code implementations ICLR 2018 Levent Sagun, Utku Evci, V. Ugur Guney, Yann Dauphin, Leon Bottou

In particular, we present a case that links the two observations: small and large batch gradient descent appear to converge to different basins of attraction but we show that they are in fact connected through their flat region and so belong to the same basin.

Explorations on high dimensional landscapes

no code implementations20 Dec 2014 Levent Sagun, V. Ugur Guney, Gerard Ben Arous, Yann Lecun

Finding minima of a real valued non-convex function over a high dimensional space is a major challenge in science.

Vocal Bursts Intensity Prediction

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