Darrell Whitley | DeepAI

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Featured Co-authors

Herschel Rabitz
13 publications
Ofer M. Shir
11 publications
Francisco Chicano
5 publications
Tim Whitaker
5 publications
Renato Tinós
3 publications
Matt Gorbett
3 publications
Jonathan Roslund
3 publications
Swetha Varadarajan
1 publication

∙ 08/13/2023

A Parallel Ensemble of Metaheuristic Solvers for the Traveling Salesman Problem

The travelling salesman problem (TSP) is one of the well-studied NP-hard...

0 Swetha Varadarajan, et al. ∙

∙ 03/28/2023

Randomly Initialized Subnetworks with Iterative Weight Recycling

The Multi-Prize Lottery Ticket Hypothesis posits that randomly initializ...

0 Matt Gorbett, et al. ∙

∙ 02/12/2023

Sparse Mutation Decompositions: Fine Tuning Deep Neural Networks with Subspace Evolution

Neuroevolution is a promising area of research that combines evolutionar...

0 Tim Whitaker, et al. ∙

∙ 02/12/2023

Interpretable Diversity Analysis: Visualizing Feature Representations In Low-Cost Ensembles

Diversity is an important consideration in the construction of robust ne...

0 Tim Whitaker, et al. ∙

∙ 02/11/2023

Synaptic Stripping: How Pruning Can Bring Dead Neurons Back To Life

Rectified Linear Units (ReLU) are the default choice for activation func...

0 Tim Whitaker, et al. ∙

∙ 02/23/2022

Prune and Tune Ensembles: Low-Cost Ensemble Learning With Sparse Independent Subnetworks

Ensemble Learning is an effective method for improving generalization in...

0 Tim Whitaker, et al. ∙

∙ 01/27/2016

Efficient Hill-Climber for Multi-Objective Pseudo-Boolean Optimization

Local search algorithms and iterated local search algorithms are a basic...

0 Francisco Chicano, et al. ∙

∙ 05/07/2015

Optimal Neuron Selection: NK Echo State Networks for Reinforcement Learning

This paper introduces the NK Echo State Network. The problem of learning...

0 Darrell Whitley, et al. ∙

∙ 12/19/2011

Evolutionary Hessian Learning: Forced Optimal Covariance Adaptive Learning (FOCAL)

The Covariance Matrix Adaptation Evolution Strategy (CMA-ES) has been th...

0 Ofer M. Shir, et al. ∙

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