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Conference and Workshop Papers
- 2024
[c10]Jared Murphy
, Devroop Kar, Joshua Karns, Travis Desell:
EXA-GP: Unifying Graph-Based Genetic Programming and Neuroevolution for Explainable Time Series Forecasting. GECCO Companion 2024: 523-526- 2023
- [c9]Joshua Karns, Travis Desell:
Local Stochastic Differentiable Architecture Search for Memetic Neuroevolution Algorithms. GECCO Companion 2023: 2123-2127 - 2022
- [c8]Michael Kogan, Joshua Karns, Travis Desell:
Self-adaptation of Neuroevolution Algorithms Using Reinforcement Learning. EvoApplications 2022: 452-467 - [c7]Aidan P. LaBella, Joshua A. Karns, Farhad Akhbardeh, Travis Desell, Andrew J. Walton, Zechariah Morgan, Brandon Wild, Mark Dusenbury:
Optimized flight safety event detection in the national general aviation flight information database. SAC 2022: 1570-1579 - 2021
- [c6]AbdElRahman ElSaid, Joshua Karns, Zimeng Lyu, Alexander G. Ororbia II, Travis Desell:
Continuous Ant-Based Neural Topology Search. EvoApplications 2021: 291-306 - [c5]Zimeng Lyu, Joshua Karns, AbdElRahman ElSaid, Mohamed Wiem Mkaouer, Travis Desell:
Improving Distributed Neuroevolution Using Island Extinction and Repopulation. EvoApplications 2021: 568-583 - [c4]Zimeng Lyu, AbdElRahman ElSaid, Joshua Karns, Mohamed Wiem Mkaouer, Travis Desell:
An Experimental Study of Weight Initialization and Lamarckian Inheritance on Neuroevolution. EvoApplications 2021: 584-600 - [c3]Joshua Karns, Travis Desell:
Improving the scalability of distributed neuroevolution using modular congruence class generated innovation numbers. GECCO Companion 2021: 1299-1307 - 2020
- [c2]AbdElRahman ElSaid, Joshua Karnas, Zimeng Lyu, Daniel E. Krutz, Alexander G. Ororbia II, Travis Desell:
Neuro-Evolutionary Transfer Learning Through Structural Adaptation. EvoApplications 2020: 610-625 - [c1]AbdElRahman ElSaid, Joshua Karns, Zimeng Lyu, Daniel E. Krutz, Alexander Ororbia, Travis Desell:
Improving neuroevolutionary transfer learning of deep recurrent neural networks through network-aware adaptation. GECCO 2020: 315-323
Informal and Other Publications
- 2020
- [i4]Zimeng Lyu, Joshua Karns, AbdElRahman ElSaid, Travis Desell:
Improving Neuroevolution Using Island Extinction and Repopulation. CoRR abs/2005.07376 (2020) - [i3]AbdElRahman ElSaid, Joshua Karns, Alexander G. Ororbia II, Daniel E. Krutz, Zimeng Lyu, Travis Desell:
Neuroevolutionary Transfer Learning of Deep Recurrent Neural Networks through Network-Aware Adaptation. CoRR abs/2006.02655 (2020) - [i2]Zimeng Lyu, AbdElRahman ElSaid, Joshua Karns, Mohamed Wiem Mkaouer, Travis Desell:
An Experimental Study of Weight Initialization and Weight Inheritance Effects on Neuroevolution. CoRR abs/2009.09644 (2020) - [i1]AbdElRahman ElSaid, Joshua Karns, Zimeng Lyu, Alexander Ororbia, Travis Desell:
Continuous Ant-Based Neural Topology Search. CoRR abs/2011.10831 (2020)
Coauthor Index
aka: Travis Desell
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