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02/12/2023
Quantum Neuron Selection: Finding High Performing Subnetworks With Quantum Algorithms
Gradient descent methods have long been the de facto standard for traini...
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02/12/2023
Sparse Mutation Decompositions: Fine Tuning Deep Neural Networks with Subspace Evolution
Neuroevolution is a promising area of research that combines evolutionar...
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02/12/2023
Interpretable Diversity Analysis: Visualizing Feature Representations In Low-Cost Ensembles
Diversity is an important consideration in the construction of robust ne...
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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...
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02/23/2022