papers
Publications (10)
cs.NE2018
Accelerating the Evolution of Convolutional Neural Networks with Node-Level Mutations and Epigenetic Weight Initialization
Travis Desell
cs.DC2016
A Robust Asynchronous Newton Method for Massive Scale Computing Systems
Travis Desell, Malik Magdon-Ismail, Heidi Newberg +3
astro-ph.GA2018
A tangle of stellar streams in the north Galactic cap
Jake Weiss, Heidi Jo Newberg, Travis Desell
astro-ph.GA2018
Fitting the density substructure of the stellar halo with MilkyWay@home
Jake Weiss, Heidi Jo Newberg, Matthew Newby +1
astro-ph.GA2013
A Spatial Characterization of the Sagittarius Dwarf Galaxy Tidal Tails
Matthew Newby, Nathan Cole, Heidi Jo Newberg +6
astro-ph.GA2014
MilkyWay@home: Harnessing volunteer computers to constrain dark matter in the Milky Way
Heidi Jo Newberg, Matthew Newby, Travis Desell +3
astro-ph2008
Maximum Likelihood Fitting of Tidal Streams With Application to the Sagittarius Dwarf Tidal Tails
Nathan Cole, Heidi Jo Newberg, Malik Magdon-Ismail +10
cs.NE2019
Investigating Recurrent Neural Network Memory Structures using Neuro-Evolution
Alexander Ororbia, Ahmed Ahmed Elsaid, Travis Desell
cs.NE2017
Optimizing Long Short-Term Memory Recurrent Neural Networks Using Ant Colony Optimization to Predict Turbine Engine Vibration
AbdElRahman ElSaid, Travis Desell, Fatima El Jamiy +2
cs.NE2017
Large Scale Evolution of Convolutional Neural Networks Using Volunteer Computing
Travis Desell