The UCI Department of Statistics is proud to present Jane-Ling Wang, Distinguished Professor, Department of Statistics, UC Davis. Talk Title: "Testing Homogeneity for Independent Functional…
GEOMED 2022 will take place at the University of California, Irvine, on 12-14 October 2022. The conference will be held in person, however it will…
The UCI Department of Statistics is proud to present Corwin Zigler, Associate Professor, Dept. of Statistics and Data Science, University of Texas, Austin. Talk Title:…
When releasing data to the public, a vital concern is the risk of exposing personal information of the individuals who have contributed to the data…
Abstract: Data perturbation is a technique for generating synthetic data by adding ``noise" to original data, which has a wide range of applications, primarily in…
Randomized experiments are the gold standard for causal inference, and justify simple comparisons across treatment groups. Regression adjustment provides a convenient way to incorporate covariate…
In practical reinforcement learning (RL), a representation of the full state which makes the system Markovian and therefore amenable to most existing RL algorithms is…
Welcome back for the 2023-24 academic year! During this seminar I will highlight department, faculty, and student achievements from our past year and welcome our…
We investigate the robustness of the model-X knockoffs framework with respect to the misspecified or estimated feature distribution. We achieve such a goal by theoretically…
Rapid developments in streaming data technologies have enabled real-time monitoring of human activity. Wearable devices, such as wrist-worn sensors that monitor gross motor activity (actigraphy),…
Reinforcement learning (RL) is concerned with how intelligence agents take actions in a given environment to maximize the cumulative reward they receive. In healthcare, applying…