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new-methodImplementation of new algorithms for valuation or influence functionsImplementation of new algorithms for valuation or influence functions
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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.
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new-methodImplementation of new algorithms for valuation or influence functionsImplementation of new algorithms for valuation or influence functions