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08/26/2023
Homological Convolutional Neural Networks
Deep learning methods have demonstrated outstanding performances on clas...
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06/27/2023
Homological Neural Networks: A Sparse Architecture for Multivariate Complexity
The rapid progress of Artificial Intelligence research came with the dev...
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02/19/2023
Topological Feature Selection: A Graph-Based Filter Feature Selection Approach
In this paper, we introduce a novel unsupervised, graph-based filter fea...
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01/18/2021
Deep Reinforcement Learning for Active High Frequency Trading
We introduce the first end-to-end Deep Reinforcement Learning (DRL) base...
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07/12/2020