But with “everything moving to AI,” said Çamsari, an associate professor in UC Santa Barbara’s Department of Electrical and Computer Engineering, he began applying his optimization algorithms to the ...

Jakub Tomczak from the University of Amsterdam gave this talk at PASC18. "Deep generative models allow us to learn hidden representations of data and generate new examples. There are two major ...

In business, much to the data scientist’s pleasure, so much of optimization is in finding an even narrower local maximum or minimum. That’s a key reason why deep learning systems are of such ...