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docs: fix argmaxes in experimentalist overview
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hollandjg committed Jun 1, 2023
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14 changes: 7 additions & 7 deletions docs/experimentalist/index.md
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Expand Up @@ -28,13 +28,13 @@ experiment conditions that have already been probed $\vec{x}' \in X'$, or
respective dependent measures $\vec{y}' \in Y'$. The following table includes the experimentalists currently implemented
in AutoRA.

| Experimentalist | Function | Arguments |
|------------------|-------------------------------------------------------------------------------------------------------------------------------|------------|
| Random | $\vec{x_i} \sim U[a_i,b_i]$ | |
| Novelty | $\underset{\vec{x}}{\arg\max}~\min(d(\vec{x}, \vec{x}'))$ | $X'$ |
| Least Confident | $\underset{\vec{x}}{\arg\max}~1 - P_M(\hat{y}^*, \vec{x})$, $\hat{y}^* = \underset{\hat{y}}{\arg\max}~P_M(\hat{y}_i \vec{x})$ | $M$ |
| Model Comparison | $\underset{\vec{x}}{\argmax}~(P_{M_1}(\hat{y}, \vec{x}) - P_{M_2}(\hat{y} \vec{x}))^2$ | $M$ |
| Falsification | $\underset{\vec{x}}{\argmax}~\hat{\mathcal{L}}(M,X',Y',\vec{x})$ | $M, X', Y'$ |
| Experimentalist | Function | Arguments |
|------------------|-------------------------------------------------------------------------------------------------------------------------------|-------------|
| Random | $\vec{x_i} \sim U[a_i,b_i]$ | |
| Novelty | $\underset{\vec{x}}{\arg\max}~\min(d(\vec{x}, \vec{x}'))$ | $X'$ |
| Least Confident | $\underset{\vec{x}}{\arg\max}~1 - P_M(\hat{y}^*, \vec{x})$, $\hat{y}^* = \underset{\hat{y}}{\arg\max}~P_M(\hat{y}_i \vec{x})$ | $M$ |
| Model Comparison | $\underset{\vec{x}}{\arg\max}~(P_{M_1}(\hat{y}, \vec{x}) - P_{M_2}(\hat{y} \vec{x}))^2$ | $M$ |
| Falsification | $\underset{\vec{x}}{\arg\max}~\hat{\mathcal{L}}(M,X',Y',\vec{x})$ | $M, X', Y'$ |



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