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20192021
most citedInterpreting Rate-Distortion of Variational Autoencoder and Using Model Uncertainty for Anomaly Detection

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math.OC2019

Combining Stochastic Adaptive Cubic Regularization with Negative Curvature for Nonconvex Optimization

Seonho Park, Seung Hyun Jung, Panos M. Pardalos

We focus on minimizing nonconvex finite-sum functions that typically arise in machine learning problems. In an attempt to solve this problem, the adaptive cubic regularized Newton…