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05/31/2023
Lottery Tickets in Evolutionary Optimization: On Sparse Backpropagation-Free Trainability
Is the lottery ticket phenomenon an idiosyncrasy of gradient-based train...
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05/08/2023
Federated Learning in Wireless Networks via Over-the-Air Computations
In a multi-agent system, agents can cooperatively learn a model from dat...
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06/23/2022
Restoring speech intelligibility for hearing aid users with deep learning
Almost half a billion people world-wide suffer from disabling hearing lo...
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05/04/2021
On Lottery Tickets and Minimal Task Representations in Deep Reinforcement Learning
The lottery ticket hypothesis questions the role of overparameterization...
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10/09/2020