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6 Results
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Poster
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Thu 7:30 |
Sampling Multimodal Distributions with the Vanilla Score: Benefits of Data-Based Initialization Frederic Koehler · Thuy-Duong Vuong |
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Poster
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Tue 7:30 |
lpNTK: Better Generalisation with Less Data via Sample Interaction During Learning Shangmin Guo · YI REN · Stefano Albrecht · Kenny Smith |
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Poster
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Tue 7:30 |
Dissecting Sample Hardness: A Fine-Grained Analysis of Hardness Characterization Methods for Data-Centric AI Nabeel Seedat · Fergus Imrie · Mihaela van der Schaar |
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Poster
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Fri 7:30 |
InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data Pruning Ziheng Qin · Kai Wang · Zangwei Zheng · Jianyang Gu · Xiangyu Peng · Zhaopan Xu · Zhou Daquan · Lei Shang · Baigui Sun · Xuansong Xie · Yang You |
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Poster
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Thu 1:45 |
Sample-Efficient Linear Representation Learning from Non-IID Non-Isotropic Data Thomas T. Zhang · Leonardo Felipe Toso · James Anderson · Nikolai Matni |
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Workshop
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[***Online Presentation***] DELE: Data Efficient LLM Evaluation Gayathri Saranathan · Mahammad Parwez Alam · JAMES LIM · Suparna Bhattacharya · Soon Wong · Martin Foltin · Cong Xu |