Joshua Karnas

According to our database, Joshua Karnas authored at least 13 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

EXA-GP: Unifying Graph-Based Genetic Programming and Neuroevolution for Explainable Time Series Forecasting.

Jared Murphy, Devroop Kar, Joshua Karns, Travis Desell

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

2023

Local Stochastic Differentiable Architecture Search for Memetic Neuroevolution Algorithms.

Joshua Karns, Travis Desell

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022

Optimized flight safety event detection in the national general aviation flight information database.

Aidan P. LaBella, Joshua A. Karns, Farhad Akhbardeh, Travis Desell, Andrew J. Walton, Zechariah Morgan, Brandon Wild, Mark Dusenbury

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

Self-adaptation of Neuroevolution Algorithms Using Reinforcement Learning.

Michael Kogan, Joshua Karns, Travis Desell

Proceedings of the Applications of Evolutionary Computation - 25th European Conference, 2022

2021

Improving the scalability of distributed neuroevolution using modular congruence class generated innovation numbers.

Joshua Karns, Travis Desell

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Improving Distributed Neuroevolution Using Island Extinction and Repopulation.

Zimeng Lyu, Joshua Karns, AbdElRahman ElSaid, Mohamed Wiem Mkaouer, Travis Desell

Proceedings of the Applications of Evolutionary Computation, 2021

An Experimental Study of Weight Initialization and Lamarckian Inheritance on Neuroevolution.

Zimeng Lyu, AbdElRahman ElSaid, Joshua Karns, Mohamed Wiem Mkaouer, Travis Desell

Proceedings of the Applications of Evolutionary Computation, 2021

Continuous Ant-Based Neural Topology Search.

AbdElRahman ElSaid, Joshua Karns, Zimeng Lyu, Alexander G. Ororbia II, Travis Desell

Proceedings of the Applications of Evolutionary Computation, 2021

2020

An Experimental Study of Weight Initialization and Weight Inheritance Effects on Neuroevolution.

Zimeng Lyu, AbdElRahman ElSaid, Joshua Karns, Mohamed Wiem Mkaouer, Travis Desell

CoRR, 2020

Neuroevolutionary Transfer Learning of Deep Recurrent Neural Networks through Network-Aware Adaptation.

AbdElRahman ElSaid, Joshua Karns, Alexander G. Ororbia II, Daniel E. Krutz, Zimeng Lyu, Travis Desell

CoRR, 2020

Improving Neuroevolution Using Island Extinction and Repopulation.

Zimeng Lyu, Joshua Karns, AbdElRahman ElSaid, Travis Desell

CoRR, 2020

Improving neuroevolutionary transfer learning of deep recurrent neural networks through network-aware adaptation.

AbdElRahman ElSaid, Joshua Karns, Zimeng Lyu, Daniel E. Krutz, Alexander Ororbia, Travis Desell

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Neuro-Evolutionary Transfer Learning Through Structural Adaptation.

AbdElRahman ElSaid, Joshua Karnas, Zimeng Lyu, Daniel E. Krutz, Alexander G. Ororbia II, Travis Desell

Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020