Drew Prinster (same @ bsky) (@drewprinster) 's Twitter Profile
Drew Prinster (same @ bsky)

@drewprinster

Trustworthy AI/ML in healthcare & high-stakes apps | My job is (mostly) error bars 🫡 (eg, conformal prediction) | CS PhD at Johns Hopkins. Prev at Yale. he/him

ID: 1210268475127554049

linkhttps://drewprinster.github.io/ calendar_today26-12-2019 18:37:52

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Drew Prinster (same @ bsky) (@drewprinster) 's Twitter Profile Photo
Drew Prinster (same @ bsky)
@drewprinster

2 years ago

Can I trust this AI/ML prediction? A good uncertainty quantification (UQ) method could answer this with a predictive confidence interval. But in practice, 2 key challenges limit real-world UQ. Our #ICML2023 Oral “JAWS-X” tackles these challenges! 🧵w/ Suchi Saria Anqi (Angie) Liu 1/n

Can I trust this AI/ML prediction? A good uncertainty quantification (UQ) method could answer this with a predictive confidence interval. But in practice, 2 key challenges limit real-world UQ. Our #ICML2023 Oral “JAWS-X” tackles these challenges! 🧵w/ <a href="/suchisaria/">Suchi Saria</a> <a href="/anqi_liu33/">Anqi (Angie) Liu</a> 1/n