The Information Processing and Machine Learning Laboratory (IPML) supports research in theoretical algorithm development in digital signal processing, adaptive and nonlinear signal processing, machine ...

Signal processing algorithms, architectures, and systems are at the heart of modern technologies that generate, transform, and interpret information across applications as diverse as communications, ...

Representation learning lies at the core of modern artificial intelligence, enabling neural networks to uncover meaningful, ...

In quantum information processing, encoding and processing high-dimensional quantum information could provide unique advantages, for example, stronger violation of Bell’s non-locality, quantum ...