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259 Results
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Workshop
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Semantic Entropy Neurons: Encoding Semantic Uncertainty in the Latent Space of LLMs Jiatong Han · Jannik Kossen · Muhammed Razzak · Yarin Gal |
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Workshop
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Non-Interactive and Publicly Verifiable Zero-Knowledge Proof for Fair Decision Trees Elisaweta Masserova · Antigoni Polychroniadou · Akira Takahashi |
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Workshop
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Towards Reliable Fairness Assessments of Multi-Label Image Classifiers Melissa Hall · Bobbie Chern · Laura Gustafson · Denisse Ventura · Harshad Kulkarni · Candace Ross · Nicolas Usunier |
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Workshop
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Distilling System 2 into System 1 Ping Yu · Jing Xu · Jason Weston · Ilia Kulikov |
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Workshop
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Multi-Output Distributional Fairness via Post-Processing Gang Li · Qihang Lin · Ayush Ghosh · Tianbao Yang |
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Workshop
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Sat 10:30 |
Demographic Bias of Expert-Level Vision-Language Foundation Models in Medical Imaging Yuzhe Yang · Yujia Liu · Xin Liu · Avanti Gulhane · Domenico Mastrodicasa · Wei Wu · Edward Wang · Dushyant Sahani · Shwetak Patel |
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Workshop
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Sat 10:30 |
Contributed talk: Towards Fair RAG: On the Impact of Fair Ranking in Retrieval-Augmented Generation To Eun Kim |
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Workshop
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Towards Better Fairness Metrics for Counter-Human Trafficking AI Initiatives Vidya Sujaya · Pratheeksha Nair · Reihaneh Rabbany |
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Workshop
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PopAlign: Population-Level Alignment for Fair Text-to-Image Generation Shufan Li · Harkanwar Singh · Aditya Grover |
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Poster
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Wed 16:30 |
Toward Efficient Inference for Mixture of Experts Haiyang Huang · Newsha Ardalani · Anna Sun · Liu Ke · Shruti Bhosale · Hsien-Hsin Lee · Carole-Jean Wu · Benjamin Lee |
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Workshop
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Fine-Tuning Large Language Models to Appropriately Abstain with Semantic Entropy Benedict Aaron Tjandra · Muhammed Razzak · Jannik Kossen · Yarin Gal |
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Poster
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Fri 16:30 |
Estimating the Hallucination Rate of Generative AI Andrew Jesson · Nicolas Beltran Velez · Quentin Chu · Sweta Karlekar · Jannik Kossen · Yarin Gal · John Cunningham · David Blei |