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Workshop
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Decomposing and Editing Predictions by Modeling Model Computation
Harshay Shah · Andrew Ilyas · Aleksander Madry
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Poster
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Thu 11:00
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HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction
Qianyue Hao · Jingyang Fan · Fengli Xu · Jian Yuan · Yong Li
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Workshop
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From One to Zero: RAG-IM Adapts Language Models for Interpretable Zero-Shot Clinical Predictions
Sazan Mahbub · Caleb Ellington · Sina Alinejad · Kevin Wen · Yingtao Luo · Ben Lengerich · Eric Xing
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Workshop
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Retrieval Augmented Protein Language Models for Protein Structure Prediction
Peter Lee · Xingyi Cheng · Eric Xing · lee song
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Workshop
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AI-Driven Predictive Modeling of PFAS Contamination in Aquatic Ecosystems: Exploring A Geospatial Approach
Jowaria Khan · Elizabeth Bondi-Kelly · Kaley Beins · David Andrews · Alexa Friedman · Sydney Evans
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Workshop
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Complexity of Vector-valued Prediction: From Linear Models to Stochastic Convex Optimization
Matan Schliserman · Tomer Koren
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Poster
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Wed 11:00
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Large language model validity via enhanced conformal prediction methods
John Cherian · Isaac Gibbs · Emmanuel Candes
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Workshop
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LLM Embeddings Improve Test-time Adaptation to Tabular Y|XY|X-Shifts
Yibo Zeng · Jiashuo Liu · Henry Lam · Hongseok Namkoong
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Poster
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Thu 11:00
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Dynamic Model Predictive Shielding for Provably Safe Reinforcement Learning
Arko Banerjee · Kia Rahmani · Joydeep Biswas · Isil Dillig
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Affinity Event
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A Contextualized BERT model for Knowledge Graph Completion
Haji Gul · Abdul Naim · Ajaz A Bhat
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Poster
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Thu 11:00
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A theoretical design of concept sets: improving the predictability of concept bottleneck models
Max Ruiz Luyten · Mihaela van der Schaar
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Workshop
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Assessment of Medical Foundation Models for Survival Prediction with Whole Slide Images
Elena Menand
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