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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
GLEAM-AI: Neural Surrogate for Accelerated Epidemic Analytics and Forecasting
Mohammadmehdi Zahedi · Dongxia Wu · Jessica Davis · Yian Ma · Alessandro Vespignani · Rose Yu · Matteo Chinazzi
Workshop
Sat 12:00 Robust Conformal Prediction Using Privileged Information
Shai Feldman · Yaniv Romano
Poster
Combining Statistical Depth and Fermat Distance for Uncertainty Quantification
Hai Vy Nguyen · Fabrice Gamboa · Reda CHHAIBI · Sixin Zhang · Serge Gratton · Thierry Giaccone
Workshop
Efficiently Learning at Test-Time: Active Fine-Tuning of LLMs
Jonas Hübotter · Sascha Bongni · Ido Hakimi · Andreas Krause
Workshop
Sat 12:00 Consistency-based Black-box Uncertainty Quantification for Text-to-SQL
Debarun Bhattacharjya · Balaji Ganesan · Michael Glass · Junkyu Lee · Radu Marinescu · Katya Mirylenka · Xiao Shou
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