Joshua Karns - RankMe

14 papers A 3B 4Journal 4Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	Evaluation Time Bias in Asynchronous Evolutionary Algorithms: A Replication Study and a Novel Mitigation Strategy. GECCO Joshua Karns, Travis Desell
2025	A	`conf`	Visualizing the Dynamics of Neuroevolution with Genetic Distance Projections. GECCO Evan Patterson, Joshua Karns, Zimeng Lyu, Travis Desell
2024	—	`conf`	EXA-GP: Unifying Graph-Based Genetic Programming and Neuroevolution for Explainable Time Series Forecasting. GECCO Companion Jared Murphy, Devroop Kar, Joshua Karns, Travis Desell
2023	—	`conf`	Local Stochastic Differentiable Architecture Search for Memetic Neuroevolution Algorithms. GECCO Companion Joshua Karns, Travis Desell
2022	B	`conf`	Self-adaptation of Neuroevolution Algorithms Using Reinforcement Learning. EvoApplications Michael Kogan, Joshua Karns, Travis Desell
2021	B	`conf`	An Experimental Study of Weight Initialization and Lamarckian Inheritance on Neuroevolution. EvoApplications Zimeng Lyu, AbdElRahman ElSaid, Joshua Karns, Mohamed Wiem Mkaouer, Travis Desell
2021	B	`conf`	Continuous Ant-Based Neural Topology Search. EvoApplications AbdElRahman ElSaid, Joshua Karns, Zimeng Lyu, Alexander G. Ororbia II, Travis Desell
2021	B	`conf`	Improving Distributed Neuroevolution Using Island Extinction and Repopulation. EvoApplications Zimeng Lyu, Joshua Karns, AbdElRahman ElSaid, Mohamed Wiem Mkaouer, Travis Desell
2021	—	`conf`	Improving the scalability of distributed neuroevolution using modular congruence class generated innovation numbers. GECCO Companion Joshua Karns, Travis Desell
2020	J	`jnl`	An Experimental Study of Weight Initialization and Weight Inheritance Effects on Neuroevolution. CoRR Zimeng Lyu, AbdElRahman ElSaid, Joshua Karns, Mohamed Wiem Mkaouer, Travis Desell
2020	J	`jnl`	Continuous Ant-Based Neural Topology Search. CoRR AbdElRahman ElSaid, Joshua Karns, Zimeng Lyu, Alexander Ororbia, Travis Desell
2020	J	`jnl`	Improving Neuroevolution Using Island Extinction and Repopulation. CoRR Zimeng Lyu, Joshua Karns, AbdElRahman ElSaid, Travis Desell
2020	A	`conf`	Improving neuroevolutionary transfer learning of deep recurrent neural networks through network-aware adaptation. GECCO AbdElRahman ElSaid, Joshua Karns, Zimeng Lyu, Daniel E. Krutz, Alexander Ororbia, Travis Desell
2020	J	`jnl`	Neuroevolutionary Transfer Learning of Deep Recurrent Neural Networks through Network-Aware Adaptation. CoRR AbdElRahman ElSaid, Joshua Karns, Alexander G. Ororbia II, Daniel E. Krutz, Zimeng Lyu, Travis Desell