Abstract: Reinforcement Learning is a branch of machine learning to learn control strategies that achieve a given objective through trial-and-error in the environment ...

Software defect prediction (SDP) is crucial for delivering high-quality software products. The SDP activities help software teams better utilize their software quality assurance efforts, improving the ...

Hyperparameter tuning is critical to the success of cross-device federated learning applications. Unfortunately, federated networks face issues of scale, heterogeneity, and privacy; addressing these ...

For some believers in manifestation, vision boards have become a little like movie trailers, as brought to you by A.I. By Alyson Krueger Sharon Melzer, 24, has long believed in manifestation, or the ...

Some people can't form mental images. Here's what scientists are learning about the condition known as aphantasia—and why it's less rare than you think. The "apple test"—asking participants to close ...

If your hard drive is full, and you're not sure what could possibly be taking up all that space, you might think your only option is to tediously go through your file lists, one by one. Thankfully ...

The Automatic Tuner in the NVIDIA app finds the best overclock settings for the GPU and maintains that performance regularly. The Automatic Tuning feature is not ...

The automotive aftermarket has had a strenuous few years. The EPA has been cracking down on tuning shops and parts providers alike, resulting in changing product lines, massive fines, and even prison ...

Adam is widely used in deep learning as an adaptive optimization algorithm, but it struggles with convergence unless the hyperparameter β2 is adjusted based on the specific problem. Attempts to fix ...