Rather than treating everything as a binary classification problem, we need to recognize that some problems require more complex deep learning solutions.

News Release 11-Nov-2022 Machine learning of binary ‘yes / no’ systems may improve medical diagnoses, financial risk analysis, more Peer-Reviewed Publication Embry-Riddle Aeronautical University ...

We review machine learning methods employing positive definite kernels. These methods formulate learning and estimation problems in a reproducing kernel Hilbert space (RKHS) of functions defined on ...

The patent, issued on February 25, 2025, covers a novel method for analyzing binary software efficiently by leveraging machine learning to predict peak memory usage and dynamically allocate computing ...