Systems | Information | Learning | Optimization
 

Interhemispheric effective and functional connectivity of spina bifida subjects is consistent with anatomical connectivity | Risk Analysis in Stock Trading via Feedback-Based Strategies

Sheida’s talk: In this research we analyzed effective and functional connectivity in a population of five subjects with spina bifida hydrocephalus (SBH) and five healthy control subjects using resting state magnetoencephalography (MEG) recordings. Three types of connectivity are used to describe the brain. Anatomical connectivity refers to physical connections between …

Learning with systematic corruptions: Regression-based methods with applications to MRI and graph estimation

We will discuss a line of recent work on methods for statistical inference in high dimensions. In many real-world applications, samples are not collected cleanly and may be observed subject to systematic corruptions such as missing data and additive noise. We describe how Lasso-based linear regression may be corrected to …