Live mathematical reference

Mathematical compendium

A live index of the equations in published articles. Each entry leads to its article, equation guide, and the terms explained there. New or edited published articles appear automatically.

1680 equations across 1484 symbols.

judge alone≈NP,judge+debate (polynomially many rounds)≈PSPACE\text{judge alone} \approx \mathrm{NP}, \qquad \text{judge} + \text{debate (polynomially many rounds)} \approx \mathrm{PSPACE}

1 published occurrence

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This equation gives an approximation: it relates the quantities while allowing an approximation.

Judge(a)={automated,ϵ^(a)≤ϵmax⁡(a) and ϵ^(a) externally auditedhuman required,otherwise\text{Judge}(a) = \begin{cases} \text{automated}, & \hat\epsilon(a) \le \epsilon_{\max}(a) \ \text{and}\ \hat\epsilon(a)\ \text{externally audited} \\ \text{human required}, & \text{otherwise} \end{cases}

1 published occurrence

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This equation states a bound: one expression must stay on the indicated side of the other under the article’s assumptions.

passk  :=  Etasks ⁣[ (ck)(nk) ]\text{pass}^{k} \;:=\; \mathbb{E}_{\text{tasks}}\!\left[\, \frac{\binom{c}{k}}{\binom{n}{k}} \,\right]

1 published occurrence

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This equation states an equality: the expressions on both sides have the same value under the article’s assumptions.

passdeterministick=pass1for every k\text{pass}^k_{\text{deterministic}} = \text{pass}^1 \quad \text{for every } k

1 published occurrence

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This equation states an equality: the expressions on both sides have the same value under the article’s assumptions.

passk(t)=∏i=1k1 ⁣[trial i on task t succeeds]\text{pass}^k(t) = \prod_{i=1}^{k} \mathbb{1}\!\left[\text{trial } i \text{ on task } t \text{ succeeds}\right]

1 published occurrence

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This equation states an equality: the expressions on both sides have the same value under the article’s assumptions.

pass@k  :=  Etasks ⁣[ 1  −  (n−ck)(nk) ]\text{pass@}k \;:=\; \mathbb{E}_{\text{tasks}}\!\left[\, 1 \;-\; \frac{\binom{n-c}{k}}{\binom{n}{k}} \,\right]

1 published occurrence

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This equation states an equality: the expressions on both sides have the same value under the article’s assumptions.

pass@k  =  Eproblems ⁣[ 1−(n−ck)(nk) ]\text{pass@}k \;=\; \mathbb{E}_{\text{problems}}\!\left[\,1 - \frac{\binom{n-c}{k}}{\binom{n}{k}}\,\right]

1 published occurrence

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This equation states an equality: the expressions on both sides have the same value under the article’s assumptions.

Precision=TPR⋅πTPR⋅π+FPR⋅(1−π)\text{Precision} = \frac{\mathrm{TPR} \cdot \pi}{\mathrm{TPR} \cdot \pi + \mathrm{FPR} \cdot (1 - \pi)}

1 published occurrence

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This equation states an equality: the expressions on both sides have the same value under the article’s assumptions.

score(C)=mpatch(C)−mcorruptmclean−mcorrupt\text{score}(\mathcal C) = \frac{m_{\text{patch}}(\mathcal C) - m_{\text{corrupt}}}{m_{\text{clean}} - m_{\text{corrupt}}}

1 published occurrence

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This equation states an equality: the expressions on both sides have the same value under the article’s assumptions.

selectivity=acctask−acccontrol\text{selectivity} = \mathrm{acc}_{\text{task}} - \mathrm{acc}_{\text{control}}

1 published occurrence

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This equation states an equality: the expressions on both sides have the same value under the article’s assumptions.

sleep(n)=Uniform ⁣(0, backoff(n))\text{sleep}(n) = \mathrm{Uniform}\!\left(0,\ \text{backoff}(n)\right)

1 published occurrence

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This equation states an equality: the expressions on both sides have the same value under the article’s assumptions.

θ(t+1)=θ(t)−η⋅1 ⁣[θ∈θbridge]⊙∇θ L(θ(t))\theta^{(t+1)} = \theta^{(t)} - \eta \cdot \mathbb{1}\!\left[\theta \in \theta_{\text{bridge}}\right] \odot \nabla_\theta \, \mathcal{L}(\theta^{(t)})

1 published occurrence

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This equation states an equality: the expressions on both sides have the same value under the article’s assumptions.

∣ct∣>τ⋅Cmax  ⟹  ct→c^t,∣c^t∣≪∣ct∣|c_t| > \tau \cdot C_{\mathrm{max}} \implies c_t \to \hat{c}_t, \quad |\hat{c}_t| \ll |c_t|

1 published occurrence

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This equation states a bound: one expression must stay on the indicated side of the other under the article’s assumptions.