Joshua Karns

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Transfer Learning

Weighting Scheme

Heuristic Search Algorithms

Recurrent Neural Networks

Top Venues

EvoApplications

GECCO Companion

Publications

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)
Joshua Karns, Travis Desell
Local Stochastic Differentiable Architecture Search for Memetic Neuroevolution Algorithms. GECCO Companion (2023)
Michael Kogan, Joshua Karns, Travis Desell
Self-adaptation of Neuroevolution Algorithms Using Reinforcement Learning. EvoApplications (2022)
Joshua Karns, Travis Desell
Improving the scalability of distributed neuroevolution using modular congruence class generated innovation numbers. GECCO Companion (2021)
Zimeng Lyu, AbdElRahman A. ElSaid, Joshua Karns, Mohamed Wiem Mkaouer, Travis Desell
An Experimental Study of Weight Initialization and Lamarckian Inheritance on Neuroevolution. EvoApplications (2021)
Zimeng Lyu, Joshua Karns, AbdElRahman A. ElSaid, Mohamed Wiem Mkaouer, Travis Desell
Improving Distributed Neuroevolution Using Island Extinction and Repopulation. EvoApplications (2021)
AbdElRahman A. ElSaid, Joshua Karns, Zimeng Lyu, Alexander G. Ororbia II, Travis Desell
Continuous Ant-Based Neural Topology Search. EvoApplications (2021)
Zimeng Lyu, Joshua Karns, AbdElRahman A. ElSaid, Travis Desell
Improving Neuroevolution Using Island Extinction and Repopulation. CoRR (2020)
AbdElRahman A. 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)
AbdElRahman A. 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 (2020)
Zimeng Lyu, AbdElRahman A. ElSaid, Joshua Karns, Mohamed Wiem Mkaouer, Travis Desell
An Experimental Study of Weight Initialization and Weight Inheritance Effects on Neuroevolution. CoRR (2020)
AbdElRahman A. ElSaid, Joshua Karns, Zimeng Lyu, Alexander Ororbia, Travis Desell
Continuous Ant-Based Neural Topology Search. CoRR (2020)