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09/09/2021
Bootstrapped Meta-Learning
Meta-learning empowers artificial intelligence to increase its efficienc...
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04/07/2020
QuantNet: Transferring Learning Across Systematic Trading Strategies
In this work we introduce QuantNet: an architecture that is capable of t...
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08/30/2019
Meta-Learning with Warped Gradient Descent
A versatile and effective approach to meta-learning is to infer a gradie...
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05/23/2019
Augmenting correlation structures in spatial data using deep generative models
State-of-the-art deep learning methods have shown a remarkable capacity ...
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12/03/2018
Transferring Knowledge across Learning Processes
In complex transfer learning scenarios new tasks might not be tightly li...
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05/22/2018