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Workshop
EpiGraph: Recommender-Style Graph Neural Networks for Highly Accurate Prediction of Conformational B-Cell Epitopes
June Shin · Yen-Lin Chen · Nathan Rollins · Thomas Hopf · Jordan Anderson · Michael Cianci · Daniela Cipolletta · Jyothsna Visweswaraiah · Yi Xing · Colin Lipper · Kevin Otipoby · Nathan Higginson-Scott · Ryan Peckner
Workshop
Sat 12:00 Enhancing Semantic Clustering for Uncertainty Quantification & Conformal Prediction by LLMs
Ramneet Kaur · Colin Samplawski · Adam Cobb · Anirban Roy · Brian Matejek · Manoj Acharya · Daniel Elenius · Alexander Berenbeim · John Pavlik · Nathaniel Bastian · Susmit Jha
Workshop
Sat 12:00 Monty Hall and Score Optimization in Conformal Prediction to Improve LLMs for MCQs
Harit Vishwakarma · Alan Mishler · Thomas Cook · Niccolo Dalmasso · Natraj Raman · Sumitra Ganesh
Workshop
Improving Decision-Making in Open-World Agents with Conformal Prediction and Monty Hall
Harit Vishwakarma · Alan Mishler · Thomas Cook · Niccolo Dalmasso · Natraj Raman · Sumitra Ganesh
Workshop
Sat 15:45 Mitigating LLM Hallucinations via ConformalAbstention
Yasin Abbasi Yadkori · Ilja Kuzborskij · David Stutz · András György · Adam Fisch · Arnaud Doucet · Iuliya Beloshapka · Wei-Hung Weng · Yao-Yuan Yang · Csaba Szepesvari · Taylan Cemgil · Nenad Tomasev