RBE Practicum Presentation: Abhishek Ulhas Shivdeo | Data Diversity Quantification | Clustering | Out of Distribution
12:00 pm to 1:00 pm on March 22, 2023
RBE Practicum Presentation
Abhishek Ulhas Shivdeo
Data Diversity Quantification | Clustering | Out of Distribution
Wednesday, March 22nd
12:00 PM - 1:00 PM
Zoom Link: Email ashivdeo@wpi.edu
Abstract: When we have a corpus of data, millions of images, sampling the most valuable data which will contribute the most to the model training can guarantee efficient resources use and ultimately accurate training, inference, and evaluation in machine learning. In this presentation, I will be sharing my work on Quantifying the Data Diversity, Cluster millions of images to get the most intuitive bins, and presenting the applications based on these concepts!
Practicum Advisors:
Professor Loris Fichera, Worcester Polytechnic Institute (WPI)
Professor Emmanuel Agu, Worcester Polytechnic Institute (WPI)
Noah Kim (Data Scientist), Blue River Technology
Audience(s)