Deep Learning, Regularisation, Optimization Algorithms, Deep Neural Networks, Gradient Descent.
β2 * SdW + (1 - β2) * dW2 Sdb = β2 * Sdb + (1 - β2) * db2 Apply bias correction VdWcorrected = VdW / (1 - β1t) Vdbcorrected = Vdb / (1 - β1t) SdWcorrected = SdW / (1 - β2t) Sdbcorrected = Sdb / (1 - β2t) Update weights W = W - α * (VdWcorrected / SdWcorrected + ε) b = b - α * (Vdbcorrected /