How Explicit regularization works part2(Machine Learning)
Explicit Regularization in Overparametrized Models via Noise Injection(arXiv) Author : Antonio Orvieto, Anant Raj, Hans Kersting, Francis Bach Abstract : Injecting noise within gradient descent has several desirable features, such as smoothing and regularizing properties. In this paper, we investigate the effects of injecting noise before computing a gradient step…
How Explicit regularization works part2(Machine Learning) Explicit Regularization in Overparametrized Models via Noise Injection(arXiv) Author : Antonio Orvieto, Anant Raj, Hans Kersting, Francis Bach Abstract : Injecting noise within gradient descent has several desirable features, such as smoothing and regularizing properties. In this paper, we investigate the effects of injecting noise before computing a gradient step… deep-learning
Explicit regularization work part2Machine Learning Explicit Regularization Overparametrized Models via Noise InjectionarXiv Author Antonio Orvieto Anant Raj Hans Kersting Francis Bach Abstract Injecting noise within gradient descent several desirable feature smoothing regularizing property paper investigate effect injecting noise computing gradient step… deeplearning