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Pages
About Me
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Posts
software_publications
Node Classification using Kernel Propagation in Graph Neural Networks
Published In: Expert Systems with Applications 
Classification of unlabeled online media
Published In: Scientific Reports 
Evaluation of biases in remote photoplethysmography methods
Published In: npj digital medicine 
Detection of System Compromise in Additive Manufacturing Using Video Motion Magnification
Published In: Journal of Mechanical Design 
Bounded Kalman filter method for motion-robust, non-contact heart rate estimation
Published In: Biomedical Optics Express 
teaching
24-480: Artificial Intelligence and Machine Learning for Engineering
Undergraduate Course, , 2021
This course introduces algorithms that are at the center of modern-day artificial intelligence (AI) and machine learning (ML) techniques. The course takes an engineering-focused approach to AIML by investigating the wide array of sensors/sources of data available in the world, how these sensors/sources generate data, and algorithms and methods that are used to transform this data into knowledge/insights
24-787: Artificial Intelligence and Machine Learning for Engineering
Graduate Course, , 2023
This course provides an introduction to the fundamental methods and algorithms at the core of modern machine learning and artificial intelligence. It also covers theoretical foundations as well as essential algorithms and practical techniques for supervised and unsupervised learning.