PhD Proposal Review: Machine Learning Approaches for Classification of Myriad Underwater Acoustic Events Over Continental-shelf Scale Regions with Passive Ocean Acoustic Waveguide Remote Sensing Hamed Mohebbi Kalkhoran Location: Zoom Link Abstract: Underwater acoustic data contain a myriad of sound sources that include bioacoustics related to marine life such as marine mammals and fishes; man-made such […]
PhD Proposal Review: Exploring Micro-Machined Glass Shell Resonators For Sensor Application Vedant Sumaria Location: Zoom Abstract: Optical resonators have been playing an important role in modern optics. They are fundamental in any laser device, etalon for optical filtering, accurate measurement for non-linear optics. Bulk optical resonators that use two or more mirrors are usually used […]
PhD Dissertation Defense: Automated Bayesian Network Exploration for Nuisance-Robust Inference Andac Demir Location: Zoom Link Abstract: A fundamental challenge in the analysis of physiological signals is learning useful features that are robust to nuisance factors e.g., inter-subject \& inter-session variability, and achieve the highest nuisance-invariant classification performance. Towards resolving this problem, we introduce 3 frameworks: […]