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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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01/19/2023
Deep Reinforcement Learning for Power Trading
The Dutch power market includes a day-ahead market and an auction-like i...
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03/08/2022
Sparsification and Filtering for Spatial-temporal GNN in Multivariate Time-series
We propose an end-to-end architecture for multivariate time-series predi...
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06/23/2021
