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Nabeel Seedat Profile picture
Nabeel Seedat
@NabeelSeedat01
PhD student in Machine Learning @Cambridge_Uni | #DataCentricAI | 🇿🇦
Jul 20, 2022 • 10 tweets • 7 min read
Understanding data quality is crucial for reliable ML. In our #ICML2022 paper, @NabeelSeedat01, @JonathanICrabbe & @MihaelaVDS present a Data-Centric framework for the understudied problem of identifying incongruous examples of in-distribution data.

🧵1/10 TLDR.
*Do you want to know which examples will be reliably predicted, independent of the downstream predictive model?

* Do you want to get insights into your data to understand possible limitations?

If so, Data-SUITE our new #DataCentricAI framework is for you!

2/10