aai-institute / pyDVL

pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation
https://pydvl.org
GNU Lesser General Public License v3.0
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Implement LAVA method #493

Open AnesBenmerzoug opened 5 months ago

AnesBenmerzoug commented 5 months ago

Implement Just, Hoang Anh, Feiyang Kang, Jiachen T. Wang, Yi Zeng, Myeongseob Ko, Ming Jin, and Ruoxi Jia. Lava: Data valuation without pre-specified learning algorithms. arXiv preprint arXiv:2305.00054 (2023).

The paper's code can be found in this repository.

To compute Optimal Transport we can use either POT and/or GeomLoss. The latter is Pytorch specific whereas the former isn't.