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README.md
@@ -12,7 +12,9 @@ Decision-focused learning (DFL) is a paradigm that integrates machine learning p
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A typical DFL algorithm involves training a parametrized policy that combines a statistical predictor with an optimization component:
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-$$x \xrightarrow[\text{Instance}]{} \text{Statistical model } \varphi_w \xrightarrow[\text{Parameters}]{\theta} \text{CO algorithm } f \xrightarrow[\text{Solution}]{y}$$
+```math
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+\xrightarrow{x} \boxed{\text{Statistical model } \varphi_w} \xrightarrow{\theta} \boxed{\text{CO algorithm } f} \xrightarrow{ y}
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+```
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Where:
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- **Instance** $x$: input data (e.g., features, context)
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