Uma Sawant is a Senior manager for the AI and Data Science team. Her Linkedin portfolio includes AI solutions for the blue collar workforce and international markets; identifying and mitigating algorithmic bias; improving relevance of the jobs ecosystem; and building communities through Groups. Previous to Linkedin, Uma completed her PhD from the Computer Science department of IIT Bombay and worked in Yahoo’s Image search team.
Uma Sawant
Sr. Engineering Manager - Machine Learning at LinkedIn
All Sessions by Uma Sawant
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Day 1
Jan 19, 2023
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16:10
Towards democratising ML : creating value for the under-represented populations
16:10 - 16:40Large scale Machine Learning solutions tend to fit the “head” - needs of the more engaged audience. The performance can be poor for the under-represented populations whose votes get lost among the vast data. In this talk, we will discuss the initiatives underway in the internet product industry to democratise machine learning models for creating value for the whole population.Audi 1
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