Aleatoric

• Uncertainty part of the data
• Sensor noise etc
• Simplest noise : additive noise $f(x)=x^3+ϵ$
• $ϵ\sim \mathcal{N}(0,{\sigma }^2)$
• Homoscedatic
• Heteroscedatic
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