Rajat Arya

Rajat Arya

Co-founder at XetHub

    XetHub Co-founder with over 20 years of industry experience in various roles including support, engineering, product, and sales. Some highlights include co-designing the ML Data Platform at Apple, shipped 1st version of Microsoft OneDrive, being an early engineer in AWS RDS (scaled database instances 5K-100K), and being the 1st employee of the ML startup GraphLab/Dato/Turi.

    All Sessions by Rajat Arya

    Day 1 04/23/2024
    3:30 pm - 4:00 pm

    Visualizing the Evolution of ML Models: Insights and Tools for Enhanced Understanding

    Solution Showcase: The increasing size and complexity of machine learning (ML) models make understanding their evolution crucial. This talk will demonstrate how to track ML model changes using visualizations, from classical tree models to complex deep learning architectures. We will showcase XetHub (and other tools) for building these visualizations and reasoning about model changes. The talk will conclude with extending this framework for adding visual context at any stage of an ML project.

    Open Data Science




    Open Data Science
    One Broadway
    Cambridge, MA 02142

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