Abstract: Estimating dynamic treatment effects is essential across various disciplines, offering nuanced insights into the time-dependent causal impact of interventions. However, this estimation presents challenges…
Abstract: In this talk, we will delve into the multifaceted challenge of multi-agent deployment for critical applications such as area surveillance, wireless communication coverage, and…
Abstract: Many people face marginalization by today’s healthcare system or society at large, and those experiences often lead to healthcare inequities as well as poor…
Abstract: Respondent-driven sampling (RDS) is a network-based sampling strategy used to study hidden populations for which no sampling frame is available. In each epoch of…
Abstract: Hierarchical Clustering (HC) is a widely studied problem in unsupervised learning and exploratory data analysis, usually tackled by simple agglomerative procedures like average-linkage, single-linkage…
Abstract: While right-censored time-to-event outcomes have been studied for decades, handling time-to-event covariates, also known as censored covariates, is now of growing interest. So far,…
Abstract: There has been a spike in concern about existential risk from artificial general intelligence, or AGI. This fear, commonly associated with terms such as…
Abstract: Methods such as DeepCubeA have used deep reinforcement learning to learn domain-specific heuristic functions in a largely domain-independent fashion to solve planning problems. However,…
Abstract: Dr. Kaiser will discuss her past work applying AI-based techniques to software engineering problems and applying software engineering techniques to finding bugs in AI…
Abstract: Graphs and networks are widely used to represent complex systems such as genetic regulatory networks, brain connectivity networks, etc. Learning underlying graphs from high-dimensional…
Abstract: The focus of this talk is on elections with approval ballots. Approval voting is a popular format that has been used extensively for committee selection…
Please join us on Wednesday, May 29, 2024, for the 4th Annual ICS Project Expo presented by the undergraduate capstone programs from Informatics, Computer Science, and Data Science,…