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Yeah absolutely. In your link, it iterates on _ = ^{_}, until it finds the fixed point. In our training pipeline, we had to convert the fixed point iteration t
by npip99 1y ago
Yeah absolutely. In your link, it iterates on _ = ^{_}, until it finds the fixed point.
In our training pipeline, we had to convert the fixed point iteration to be on _ directly for numerical stability. I have a post on that here!: https://hackmd.io/x3_EkXGKRdeq-rNHo_RpZA https://hackmd.io/x3_EkXGKRdeq-rNHo_RpZA
Bradley-Terry also very cleanly turns into a loss function that you can do gradient descent on, which will cause your model to efficiently learn Elo scores!
Our calculations are at: https://hackmd.io/eOwlF7O_Q1K4hj7WZcYFiw https://hackmd.io/eOwlF7O_Q1K4hj7WZcYFiw