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Workshop
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Uncertainty-Aware Optimal Treatment Selection for Clinical Time Series
Thomas Schwarz · Cecilia Casolo · Niki Kilbertus
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Poster
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Fri 16:30
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MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models
Zichun Yu · Spandan Das · Chenyan Xiong
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Poster
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SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection
Liangxin Liu · Xuebo Liu · Derek Wong · Dongfang Li · Ziyi Wang · Baotian Hu · Min Zhang
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Affinity Event
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“Compassionately”: Increasing Plurality Awareness through Community-powered AI
Hala Sheta · Mohamed Ahmed · Syed Ishtiaque Ahmed
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Workshop
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A Safety-aware Framework for Generative Enzyme Design with Foundation Models
Xiaoyi Fu · Tao Han · Yuan Yao · Song Guo
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Workshop
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Exploring Climate Awareness and Anxiety in Teens: An Expert-Driven AI Perspective
Sruthi Viswanathan · Omar Mohammed · Craig Vezina · Mia Doces
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Workshop
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Sat 14:00
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Invited Talk: Fairness through Difference Awareness: Measuring Desired Group Discrimination in LLMs
Sanmi Koyejo · Angelina Wang
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Poster
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Thu 11:00
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Mixture of In-Context Experts Enhance LLMs' Long Context Awareness
Hongzhan Lin · Ang Lv · yuhan chen · chen zhu · Yang Song · Hengshu Zhu · Rui Yan
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Poster
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Wed 16:30
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FLAME : Factuality-Aware Alignment for Large Language Models
Sheng-Chieh Lin · Luyu Gao · Barlas Oguz · Wenhan Xiong · Jimmy Lin · Scott Yih · Xilun Chen
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Workshop
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AdapTable: Test-Time Adaptation for Tabular Data via Shift-Aware Uncertainty Calibrator and Label Distribution Handler
Changhun Kim · Taewon Kim · Seungyeon Woo · June Yong Yang · Eunho Yang
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Poster
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Thu 11:00
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Noise-Aware Differentially Private Regression via Meta-Learning
Ossi Räisä · Stratis Markou · Matthew Ashman · Wessel Bruinsma · Marlon Tobaben · Antti Honkela · Richard Turner
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Workshop
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Effective Text-to-Image Alignment with Quality Aware Pair Ranking
Kunal Singh · Mukund Khanna · Pradeep Moturi
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