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Published 20 hours ago • verified publisher icon AI-secure

Continued training with input scores

Open GeorgePearse opened this issue 4 years ago • 1 comments
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I'm currently using LightGBM as the model for iterations of TMCShapley. LightGBM supports 'continued training with input scores', do you think it would be possible to tweak the implementation to significantly improve the speed of convergence on the exact DataShapley value?

GeorgePearse avatar Nov 08 '21 14:11 GeorgePearse

Tried the above but think the cost of loading the model was large enough to neglect the performance gain of not training from scratch.

GeorgePearse avatar Nov 08 '21 18:11 GeorgePearse