Interested in uncertainty quantification and how to make conformal prediction sets more practically useful? Come to our poster at #NeurIPS23! 📍Poster #1623 🕙 Thursday 10:45-12:45 w/ Anastasios Nikolas Angelopoulos, Stephen Bates, Michael I. Jordan & Ryan Tibshirani arxiv.org/abs/2306.09335

📣Announcing the 2024 NeurIPS Workshop on Statistical Frontiers in LLMs and Foundation Models 📣 Submissions open now, deadline September 15th sites.google.com/berkeley.edu/b… If your work intersects with statistics and black-box models, please submit! This includes: ✅ Bias ✅

📯 New work! Conformal Prediction Sets with Improved Conditional Coverage using Trust Scores. arxiv.org/abs/2501.10139 How useful are prediction sets that achieve 90% marginal coverage by failing on 10% cases that are challenging? Not very useful for clinicians who require