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Geometric Graph Filters and Neural Networks: Limit Properties and Discriminability Trade-Offs

https://doi.org/10.1109/TSP.2024.3392360

Wang, Zhiyang ; Ruiz, Luana ; Ribeiro, Alejandro ( January 2024 , IEEE Transactions on Signal Processing)

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Stability to Deformations of Manifold Filters and Manifold Neural Networks

https://doi.org/10.1109/TSP.2024.3378379

Wang, Zhiyang ; Ruiz, Luana ; Ribeiro, Alejandro ( January 2024 , IEEE Transactions on Signal Processing)

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Tangent Bundle Convolutional Learning: From Manifolds to Cellular Sheaves and Back

https://doi.org/10.1109/TSP.2024.3379862

Battiloro, Claudio ; Wang, Zhiyang ; Riess, Hans ; Di_Lorenzo, Paolo ; Ribeiro, Alejandro ( January 2024 , IEEE Transactions on Signal Processing)

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Learning for Dose Allocation in Adaptive Clinical Trials with Safety Constraints

Shen, Cong ; Wang, Zhiyang ; Villar, Sofia ; Schaar, Mihaela Van ( January 2020 , Proceedings of the 37th International Conference on Machine Learning)
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