no code implementations • 14 Dec 2021 • Riddhiman Bhattacharya, Tiefeng Jiang
Past research has indicated that the covariance of the Stochastic Gradient Descent (SGD) error done via minibatching plays a critical role in determining its regularization and escape from low potential points.
no code implementations • 1 Jan 2021 • Wenqing Hu, Tiefeng Jiang, Zhu Li
We propose a novel local Subspace Indexing Model with Interpolation (SIM-I) for low-dimensional embedding of image datasets.
