Tim Whitaker

According to our database, Tim Whitaker authored at least 7 papers between 2022 and 2024.

Collaborative distances:

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

2024

Stochastic Subnetwork Annealing: A Regularization Technique for Fine Tuning Pruned Subnetworks.

Tim Whitaker, Darrell Whitley

CoRR, 2024

2023

Subnetwork Ensembles.

Tim Whitaker

CoRR, 2023

Interpretable Diversity Analysis: Visualizing Feature Representations in Low-Cost Ensembles.

Tim Whitaker, Darrell Whitley

Proceedings of the International Joint Conference on Neural Networks, 2023

Synaptic Stripping: How Pruning Can Bring Dead Neurons Back to Life.

Tim Whitaker, Darrell Whitley

Proceedings of the International Joint Conference on Neural Networks, 2023

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

Tim Whitaker, Darrell Whitley

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

2022

Quantum neuron selection: finding high performing subnetworks with quantum algorithms.

Tim Whitaker

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

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

Tim Whitaker, Darrell Whitley

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022