Dr. James McCaffrey presents a complete end-to-end demonstration of the kernel ridge regression technique to predict a single numeric value. The demo uses stochastic gradient descent, one of two ...

The aim of the article is to solve problems of researching of complex system structure. The methods of visual combinatorial analysis are used for representation variable structure complex systems. We ...

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Since higher-order tensors are naturally suitable for representing multi-dimensional data in real-world, e.g., color images and videos, low-rank tensor representation has become one of the emerging ...

Robust and Generalizable Visual Representation Learning via Random Convolutions Re-implementation of the ICLR'21 paper "Robust and Generalizable Visual Representation Learning via Random Convolutions" ...