curse of dimensionality
Ciência da Computação
Verbete 1 de 1
substantivo
Contexto: "Through crafting inductive biases into neural network architectures, particularly that of hierarchical representations, machine-learning practitioners have made effective progress in addressing the curse of dimensionality."
Fonte: ARULKUMARAN, Kai et al. Deep reinforcement learning: A brief survey. IEEE Signal Processing Magazine, v. 34, n. 6, p. 26-38, 2017.
Fonte: ARULKUMARAN, Kai et al. Deep reinforcement learning: A brief survey. IEEE Signal Processing Magazine, v. 34, n. 6, p. 26-38, 2017.
Termo equivalente: maldição da dimensionalidade
Definição: "The term 'the curse of dimensionality' is used in many contexts and generally refers to difficulties associated with the exponential increase in volume in Euclidean space as the number of dimensions being considered are increased."
Fonte: NEWELL, Evan W.; CHENG, Yang. Mass cytometry: blessed with the curse of dimensionality. Nature immunology, v. 17, n. 8, p. 890-895, 2016.
Fonte: NEWELL, Evan W.; CHENG, Yang. Mass cytometry: blessed with the curse of dimensionality. Nature immunology, v. 17, n. 8, p. 890-895, 2016.
Definição em português: "O termo 'maldição da dimensionalidade' é usado em muitos contextos e geralmente se refere a dificuldades associadas ao aumento exponencial do volume no espaço euclidiano à medida que o número de dimensões consideradas aumenta."