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16 Results
Workshop
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Benchmark to Audit LLM Generated Clinical Notes for Disparities Arising from Biases and Stereotypes Hongyu Cai · Swetasudha Panda · Naveen Jafer Nizar · Qinlan Shen · Daeja Oxendine · Sumana Srivatsa · Krishnaram Kenthapadi |
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Workshop
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On Optimal Subgroups for Group Distributionally Robust Optimisation Anissa Alloula · Daniel McGowan · Bartlomiej W. Papiez |
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Workshop
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Sat 17:27 |
Benchmark to Audit LLM Generated Clinical Notes for Disparities Arising from Biases and Stereotypes Hongyu Cai · Swetasudha Panda · Naveen Jafer Nizar · Qinlan Shen · Daeja Oxendine · Sumana Srivatsa · Krishnaram Kenthapadi |
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Poster
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Thu 11:00 |
Data curation via joint example selection further accelerates multimodal learning Talfan Evans · Nikhil Parthasarathy · Hamza Merzic · Olivier Henaff |
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Poster
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Thu 16:30 |
SELECT: A Large-Scale Benchmark of Data Curation Strategies for Image Classification Benjamin Feuer · Jiawei Xu · Niv Cohen · Patrick Yubeaton · Govind Mittal · Chinmay Hegde |
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Workshop
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Beyond Internal Data: Constructing Complete Datasets for Fairness Testing Varsha Ramineni · Hossein A. Rahmani · Emine Yilmaz · David Barber |
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Workshop
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Sat 17:27 |
Beyond Internal Data: Constructing Complete Datasets for Fairness Testing Varsha Ramineni · Hossein A. Rahmani · Emine Yilmaz · David Barber |
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Workshop
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(Mis)use of nude images in machine learning research Arshia Arya · Princessa Cintaqia · Deepak Kumar · Allison McDonald · Lucy Qin · Elissa Redmiles |
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Poster
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Fri 11:00 |
Distributionally Robust Reinforcement Learning with Interactive Data Collection: Fundamental Hardness and Near-Optimal Algorithms Miao Lu · Han Zhong · Tong Zhang · Jose Blanchet |
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Poster
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Thu 11:00 |
The State of Data Curation at NeurIPS: An Assessment of Dataset Development Practices in the Datasets and Benchmarks Track Eshta Bhardwaj · Harshit Gujral · Siyi Wu · Ciara Zogheib · Tegan Maharaj · Christoph Becker |
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Workshop
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Eliciting In-Context Learning in Vision-Language Models for Videos Through Curated Data Distributional Properties Keunwoo P Yu · Zheyuan Zhang · Fengyuan Hu · Shane Storks · Joyce Chai |
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Affinity Event
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Supporting Responsible Machine Learning by Improving Data Curation Eshta Bhardwaj · Christoph Becker |