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Sanmi Koyejo

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Proxy Methods for Domain Adaptation

Mar 12, 2024
Katherine Tsai, Stephen R. Pfohl, Olawale Salaudeen, Nicole Chiou, Matt J. Kusner, Alexander D'Amour, Sanmi Koyejo, Arthur Gretton

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The Case for Globalizing Fairness: A Mixed Methods Study on Colonialism, AI, and Health in Africa

Mar 11, 2024
Mercy Asiedu, Awa Dieng, Iskandar Haykel, Negar Rostamzadeh, Stephen Pfohl, Chirag Nagpal, Maria Nagawa, Abigail Oppong, Sanmi Koyejo, Katherine Heller

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Crossing Linguistic Horizons: Finetuning and Comprehensive Evaluation of Vietnamese Large Language Models

Mar 05, 2024
Sang T. Truong, Duc Q. Nguyen, Toan Nguyen, Dong D. Le, Nhi N. Truong, Tho Quan, Sanmi Koyejo

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Robustness to Subpopulation Shift with Domain Label Noise via Regularized Annotation of Domains

Feb 16, 2024
Nathan Stromberg, Rohan Ayyagari, Monica Welfert, Sanmi Koyejo, Lalitha Sankar

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Rethinking Machine Unlearning for Large Language Models

Feb 15, 2024
Sijia Liu, Yuanshun Yao, Jinghan Jia, Stephen Casper, Nathalie Baracaldo, Peter Hase, Xiaojun Xu, Yuguang Yao, Hang Li, Kush R. Varshney, Mohit Bansal, Sanmi Koyejo, Yang Liu

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Bridging Associative Memory and Probabilistic Modeling

Feb 15, 2024
Rylan Schaeffer, Nika Zahedi, Mikail Khona, Dhruv Pai, Sang Truong, Yilun Du, Mitchell Ostrow, Sarthak Chandra, Andres Carranza, Ila Rani Fiete, Andrey Gromov, Sanmi Koyejo

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Scaling Laws for Downstream Task Performance of Large Language Models

Feb 06, 2024
Berivan Isik, Natalia Ponomareva, Hussein Hazimeh, Dimitris Paparas, Sergei Vassilvitskii, Sanmi Koyejo

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Transforming and Combining Rewards for Aligning Large Language Models

Feb 01, 2024
Zihao Wang, Chirag Nagpal, Jonathan Berant, Jacob Eisenstein, Alex D'Amour, Sanmi Koyejo, Victor Veitch

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Investigating Data Contamination for Pre-training Language Models

Jan 11, 2024
Minhao Jiang, Ken Ziyu Liu, Ming Zhong, Rylan Schaeffer, Siru Ouyang, Jiawei Han, Sanmi Koyejo

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Incidental Polysemanticity

Dec 05, 2023
Victor Lecomte, Kushal Thaman, Trevor Chow, Rylan Schaeffer, Sanmi Koyejo

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