4 citations · 5 across the 3 of their papers we have counts for
3 papers
cs.NE2021★ 4 cited
Epigenetic evolution of deep convolutional models
Alexander Hadjiivanov, Alan Blair
In this study, we build upon a previously proposed neuroevolution framework to evolve deep convolutional models. Specifically, the genome encoding and the crossover operator are ex…
cs.LG2021★ 1 cited
Simeon -- Secure Federated Machine Learning Through Iterative Filtering
Nicholas Malecki, Hye-young Paik, Aleksandar Ignjatovic +2
Federated learning enables a global machine learning model to be trained collaboratively by distributed, mutually non-trusting learning agents who desire to maintain the privacy of…
cs.NE2014
Sparse, guided feature connections in an Abstract Deep Network
Anthony Knittel, Alan Blair
We present a technique for developing a network of re-used features, where the topology is formed using a coarse learning method, that allows gradient-descent fine tuning, known as…