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31 Results
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Workshop
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Unlocking the Global Synergies in Low-Rank Adapters Zixi Zhang · Cheng Zhang · Xitong Gao · Robert Mullins · George Constantinides · Yiren Zhao |
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Poster
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Wed 4:30 |
Flora: Low-Rank Adapters Are Secretly Gradient Compressors Yongchang Hao · Yanshuai Cao · Lili Mou |
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Workshop
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Low-rank Linearization of Large Language Models Michael Zhang · Aaryan Singhal · Benjamin F Spector · Simran Arora · Christopher Re |
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Poster
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Wed 2:30 |
Exploring Training on Heterogeneous Data with Mixture of Low-rank Adapters Yuhang Zhou · Zhao Zihua · Siyuan Du · Haolin li · Jiangchao Yao · Ya Zhang · Yanfeng Wang |
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Workshop
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Investigating Low-Rank Training in Transformer Language Models: Efficiency and Scaling Analysis Xiuying Wei · Skander Moalla · Razvan Pascanu · Caglar Gulcehre |
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Poster
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Thu 4:30 |
Low-Rank Bandits via Tight Two-to-Infinity Singular Subspace Recovery Yassir Jedra · William Réveillard · Stefan Stojanovic · Alexandre Proutiere |
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Poster
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Wed 4:30 |
LQER: Low-Rank Quantization Error Reconstruction for LLMs Cheng Zhang · Jianyi Cheng · George Constantinides · Yiren Zhao |
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Poster
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Tue 4:30 |
Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank Bandits Kyoungseok Jang · Chicheng Zhang · Kwang-Sung Jun |
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Poster
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Wed 4:30 |
Causal Customer Churn Analysis with Low-rank Tensor Block Hazard Model Chenyin Gao · ZHIMING ZHANG · Shu Yang |
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Workshop
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Neural collapse versus low-rank bias: Is deep neural collapse really optimal? Peter Súkeník · Marco Mondelli · Christoph Lampert |
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Poster
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Tue 4:30 |
Maestro: Uncovering Low-Rank Structures via Trainable Decomposition Samuel Horváth · Stefanos Laskaridis · Shashank Rajput · Hongyi Wang |
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Poster
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Thu 2:30 |
Low-Rank Similarity Mining for Multimodal Dataset Distillation Yue Xu · Zhilin Lin · Yusong Qiu · Cewu Lu · Yong-Lu Li |