When it comes to security, hardware is the new software. Starting some years ago, this shift was made plain when a litany of attacks, such as "Spectre/Meltdown" and "Rowhammer", shattered […]
Latent variable models have been an integral part of probabilistic machine learning, ranging from simple mixture models to variational autoencoders to powerful diffusion probabilistic models at the center of recent […]
Advancing the current understanding and capability to predict atmospheric flow and related transport in urban areas is critical for many applications, including air quality modeling, urban climate, pedestrian comfort and […]
We consider the problem of network utility maximization (NUM) and propose a new Learning-NUM framework, where the users’ utility functions are unknown apriori and the utility function values can be […]
Abstract: In this talk, we introduce a new class of problems related to integrating inertial measurements obtained from an IMU that play a significant role in navigation combined with visual […]
Safety-critical control is one of the fundamental problems in autonomous systems. A special class of autonomous systems is the class of hybrid dynamical systems, which involves both continuous dynamic flow […]
The reproductive soft tissues that support the fetus undergo some of the most dramatic and unique growth and remodeling events in the human body. The uterus and fetal membrane must […]
For the past two decades, power management and delivery has been a bottleneck, limiting the size and performance of a range of applications from performance computing to mobile phones and […]
I would probably "forget" what I will say in the abstract, and you would, too. Translation: deep neural networks can "forget", meaning they might perform poorly on previously learned tasks […]
The BU Wireless Integrated Systems and Extreme Circuits (WISE-Circuits) group blends integrated circuits with energy-constrained applications to pioneer breakthroughs in information theory, bioengineering, and communications. Our research focuses on the […]
