Search Results for author: P. Chaudhari

Found 2 papers, 0 papers with code

A geometric interpretation of stochastic gradient descent using diffusion metrics

no code implementations27 Oct 2019 R. Fioresi, P. Chaudhari, S. Soatto

Stochastic gradient descent (SGD) is a key ingredient in the training of deep neural networks and yet its geometrical significance appears elusive.

Discretization of Temporal Data: A Survey

no code implementations18 Feb 2014 P. Chaudhari, D. P. Rana, R. G. Mehta, N. J. Mistry, M. M. Raghuwanshi

In real world, the huge amount of temporal data is to be processed in many application areas such as scientific, financial, network monitoring, sensor data analysis.

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