Abstract: The principle of least privilege states that software should have minimal access to the set of privileges needed to complete its stated functionality. This…
Abstract: Data-based systems are increasingly used in applications that have far-reaching consequences and long-lasting societal impact. However, the development process remains highly specialized, tedious, and…
Abstract: Estimating the temporal state of a system from image sequences is an important task for many vision and robotics applications. A number of classical…
Abstract: Uncoupled learning dynamics for multiagent interactions (“games”) define iterative update rules that each agent can apply repeatedly to improve their strategy. A celebrated result…
Abstract: In today's digital landscape, online platforms pose significant challenges, particularly regarding child safety and misinformation. In this talk, I will explore two critical issues:…
Abstract: Viral molecular surveillance, a technique in which viral genomes are reconstructed from sequence data generated from samples collected from patients as well as the…
Abstract: Scientific Machine Learning (SML) is an emerging interdisciplinary field with wide-ranging applications in domains such as public health, climate science, and drug discovery. The…
Abstract: We have entered a data-centric computing era, characterized by the coexistence of diverse parallel and specialized hardware accelerators along with general-purpose processors. In this…
Abstract: With recent dramatic advances in Field Programmable Gate Arrays (FPGAs), these devices are being used along with multi-core and novel memory technologies to realize…
Abstract: Earth system models (ESMs) are the main tools currently used to project global mean temperature rise according to several future greenhouse gases emissions scenarios.…
Abstract: Increasingly countries and regions have strict laws and regulations to protect the privacy of personal data. For example, the states of the European Union…
Abstract: Language model agents are tackling challenging tasks from embodied planning to web navigation to programming. These models are a powerful artifact of natural language…