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README.md

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@@ -8,7 +8,7 @@ This is the GitHub repository for the paper "Harmonic Loss Trains Interpretable
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- Harmonic logit $d_i$ is defined as the $l_2$ distance between the weight vector $\mathbf{w}_i$ and the input (query) $\mathbf{x}$:  $d_i = \|\mathbf{w}_i - \mathbf{x}\|_2$.
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- The probability $p_i$ is computed using the harmonic max function:
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![Harmonic Max]("./figures/eq_harmax.png")
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![Harmonic Max](./figures/eq_harmax.png)
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where $n$ is the **harmonic exponent**—a hyperparameter that controls the heavy-tailedness of the probability distribution.
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- Harmonic Loss achieves (1) **nonlinear separability**, (2) **fast convergence**, (3) **scale invariance**, (4) **interpretability by design**, properties that are not available in cross-entropy loss.

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