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58 Results
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Workshop
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Pruning-based Data Selection and Network Fusion for Efficient Deep Learning Humaira Kousar · Hasnain Irshad Bhatti · Jaekyun Moon |
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Workshop
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Efficient Local Unlearning for Gaussian Processes with Out-of-Distribution Data Juliusz Ziomek · Ilija Bogunovic |
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Workshop
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A Water Efficiency Dataset for African Data Centers NOAH SHUMBA · Opelo Tshekiso · Pengfei Li · Giulia Fanti · Shaolei Ren |
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Affinity Event
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Neural Machine Translators (NMTs) as Efficient Forward and Backward Arabic Transliterators Toyib Ogunremi · Anthony Soronnadi · Olamide Shogbamu · Olubayo Adekanmbi |
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Poster
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Thu 16:30 |
Trajectory Data Suffices for Statistically Efficient Learning in Offline RL with Linear qπ-Realizability and Concentrability Volodymyr Tkachuk · Gellert Weisz · Csaba Szepesvari |
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Poster
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Wed 16:30 |
Oracle-Efficient Differentially Private Learning with Public Data Adam Block · Mark Bun · Rathin Desai · Abhishek Shetty · Steven Wu |
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Workshop
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Enhanced label noise robustness through early adaptive filtering for the self-supervised speaker verification task Abderrahim Fathan · Xiaolin Zhu · MD JAHANGIR ALAM |
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Workshop
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Cyclic Data Parallelism for Efficient Parallelism of Deep Neural Networks Louis Fournier · Edouard Oyallon |
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Workshop
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dattri: A Library for Efficient Data Attribution Junwei Deng · Ting-Wei Li · Shiyuan Zhang · Shixuan Liu · Yijun Pan · Hao Huang · Xinhe Wang · Pingbang Hu · Xingjian Zhang · Jiaqi Ma |
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Poster
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Wed 16:30 |
dattri: A Library for Efficient Data Attribution Junwei Deng · Ting-Wei Li · Shiyuan Zhang · Shixuan Liu · Yijun Pan · Hao Huang · Xinhe Wang · Pingbang Hu · Xingjian Zhang · Jiaqi Ma |
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Workshop
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Rephrasing natural text data with different languages and quality levels for Large Language Model pre-training Michael Pieler · Marco Bellagente · Hannah Teufel · Duy Phung · Nathan Cooper · Jonathan Tow · Paulo Rocha · Reshinth Adithyan · Zaid Alyafeai · Nikhil Pinnaparaju · Maksym Zhuravinskyi · Carlos Riquelme Ruiz |
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Workshop
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Efficient Alignment of Large Language Models via Data Sampling Amrit Khera · Rajat Ghosh · Debojyoti Dutta |