Symbol in context
This entry links every published equation using this exact notation. Its meaning may change between equations.
Article-grounded definition
a number a data controller chooses and can disclose, and a smaller buys a stronger guarantee at the cost of more injected noise and correspondingly lower utility in the resulting synthetic data or model [ 9 ].
Read equation 14 in How Training Data and Synthetic Data Actually Work →
Article-grounded definition
the tolerance.
Read equation 2 in AI Governance and Regulation in Practice: An Advanced Technical Guide →
Article-grounded definition
the plus sampling noise.
This mathematical expression combines the displayed quantities; its precise role follows from the surrounding article text.
Equation guide → · This term → · Article →This equation gives an approximation: it relates the quantities while allowing an approximation.
Equation guide → · This term → · Article →This equation states a bound: one expression must stay on the indicated side of the other under the article’s assumptions.
Equation guide → · This term → · Article →a number a data controller chooses and can disclose, and a smaller buys a stronger guarantee at the cost of more injected noise and correspondingly lower utility in the resulting synthetic data or model [ 9 ].
Equation guide → · This term → · Article →a number a data controller chooses and can disclose, and a smaller buys a stronger guarantee at the cost of more injected noise and correspondingly lower utility in the resulting synthetic data or model [ 9 ].
Equation guide → · This term → · Article →a number a data controller chooses and can disclose, and a smaller buys a stronger guarantee at the cost of more injected noise and correspondingly lower utility in the resulting synthetic data or model [ 9 ].
Equation guide → · This term → · Article →a number a data controller chooses and can disclose, and a smaller buys a stronger guarantee at the cost of more injected noise and correspondingly lower utility in the resulting synthetic data or model [ 9 ].
Equation guide → · This term → · Article →This equation states a bound: one expression must stay on the indicated side of the other under the article’s assumptions.
Equation guide → · This term → · Article →This mathematical expression combines the displayed quantities; its precise role follows from the surrounding article text.
Equation guide → · This term → · Article →This mathematical expression combines the displayed quantities; its precise role follows from the surrounding article text.
Equation guide → · This term → · Article →This equation states an equality: the expressions on both sides have the same value under the article’s assumptions.
Equation guide → · This term → · Article →This mathematical expression combines the displayed quantities; its precise role follows from the surrounding article text.
Equation guide → · This term → · Article →This mathematical expression combines the displayed quantities; its precise role follows from the surrounding article text.
Equation guide → · This term → · Article →This mathematical expression combines the displayed quantities; its precise role follows from the surrounding article text.
Equation guide → · This term → · Article →This equation states an equality: the expressions on both sides have the same value under the article’s assumptions.
Equation guide → · This term → · Article →This equation states an equality: the expressions on both sides have the same value under the article’s assumptions.
Equation guide → · This term → · Article →This equation states an equality: the expressions on both sides have the same value under the article’s assumptions.
Equation guide → · This term → · Article →This equation states a bound: one expression must stay on the indicated side of the other under the article’s assumptions.
Equation guide → · This term → · Article →This equation states a bound: one expression must stay on the indicated side of the other under the article’s assumptions.
Equation guide → · This term → · Article →