6 citations · 8 across the 6 of their papers we have counts for
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cs.LG2020
Deep-n-Cheap: An Automated Search Framework for Low Complexity Deep Learning
Sourya Dey, Saikrishna C. Kanala, Keith M. Chugg +1
We present Deep-n-Cheap -- an open-source AutoML framework to search for deep learning models. This search includes both architecture and training hyperparameters, and supports con…
cs.LG2018
Morse Code Datasets for Machine Learning
Sourya Dey, Keith M. Chugg, Peter A. Beerel
We present an algorithm to generate synthetic datasets of tunable difficulty on classification of Morse code symbols for supervised machine learning problems, in particular, neural…
cs.LG2017★ 2 cited
Pricing Football Players using Neural Networks
Sourya Dey
We designed a multilayer perceptron neural network to predict the price of a football (soccer) player using data on more than 15,000 players from the football simulation video game…