- Lisbon Machine Learning School (LxMLS 2024), -
- ICML 2024, -
Hobbies
2024
Sparse and Structured Hopfield Networks
41st International Conference On Machine Learning, Vienna (Austria), July 2024.
@inproceedings{santos2024sparse,
title={Sparse and Structured Hopfield Networks},
author={Saul Santos and Vlad Niculae and Daniel C McNamee and Andre Martins},
booktitle={41st International Conference on Machine Learning},
year={2024},
url={https://openreview.net/forum?id=OdPlFWExX1}
}
2022
Symplectic Momentum Neural Networks: Using Discrete Variational Mechanics as a prior in Deep Learning
Learning for Dynamics and Control Conference, Stanford (USA), June 2022.
@inproceedings{santos2022symplectic,
title={Symplectic Momentum Neural Networks - Using Discrete Variational Mechanics as a Prior in Deep Learning},
author={Santos, S. and Ekal, M. and Ventura, R.},
booktitle={Learning for Dynamics and Control Conference},
pages={584--595},
year={2022}
}
https://nicolasmeseguer.notion.site/StreaMemory-Benchmark-35739f7f69404274a1d287f6827ef203
⛲ StreaMemory Benchmark
25 min
11 feb. 2022
https://nicolasmeseguer.notion.site/Elementwise-2D-546f8fe9a8a24852a234bdc28b00cd15
🧊 Elementwise 2D Tensor
10 min
12 dec. 2022
https://nicolasmeseguer.notion.site/Tracing-LDS-Unit-69210a9d8fe44b4a997f8391aa508621
🛤️ Tracing LDS Unit
20 min
30 nov. 2022
https://nicolasmeseguer.notion.site/DAISEN-Tutorial-9d041575a9b0489099086152fd9a927e
📊 DAISEN Tutorial
15 min
15 nov. 2022
2024
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