Cloud computing has made it so that artificial intelligence and machine learning are now tools that almost any company can use to find practical answers to difficult business problems. As companies ...

AI models have demonstrated impressive results in experiments, but deploying them in real-world applications requires combining neural networks with pre- and post-processing steps. Thus the need for ...

Tuning machine learning models at scale, especially finding the right hyperparameter values, can be difficult and time-consuming. In addition to the computational effort required, this process also ...

A Microsoft and Amazon joint effort makes neural networks easier to program and use with the MXNet and Microsoft Cognitive Toolkit frameworks Deep learning systems have long been tough to work with, ...

Pradeep Kumar’s research delves deep into these challenges, presenting innovative strategies to fine-tune garbage collection and enhance system performance. In enterprise computing, system performance ...