Search Results for author: Siddhartha Dhar Choudhury

Found 2 papers, 0 papers with code

Deep Genetic Network

no code implementations5 Nov 2018 Siddhartha Dhar Choudhury, Shashank Pandey, Kunal Mehrotra

Deep Genetic Net uses genetic algorithms along with deep neural networks to address the hyperparameter optimization problem, this approach uses ideas like mating and mutation which are key to genetic algorithms which help the neural net architecture to learn to optimize its hyperparameters by itself rather than depending on a person to explicitly set the values.

Hyperparameter Optimization

Nth Absolute Root Mean Error

no code implementations30 Sep 2018 Siddhartha Dhar Choudhury, Shashank Pandey

To reduce the time for training a regression model using neural network we introduce a loss function called Nth Absolute Root Mean Error (NARME).

regression

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