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Trying to reproduce Table 4 #24

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sanyalsunny111 opened this issue Dec 22, 2024 · 1 comment
Open

Trying to reproduce Table 4 #24

sanyalsunny111 opened this issue Dec 22, 2024 · 1 comment

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@sanyalsunny111
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Hi @SachinG007 ,

Thanks for sharing this very cool repo. I am trying to reproduce table 4. It seems the running scripts for transfer learning in README.md you provided are all for FLYP. How to run the baselines such as LP, LP-FT and FT.

@SachinG007
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Hi @sanyalsunny111 ,
Very sorry for the late reply.
We didn't upload the scripts for baselines like LP and FT, and unfortunately we don't have them now due to server migration.
However, for LP, we used LBFGS from scipy I think. It generally performs slightly better than gradient-based LP.
For FT and LP-FT, I would recommend you this repo from the authors of the LP-FT work: https://github.com/AnanyaKumar/transfer_learning/tree/main.

Thanks
Sachin

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