作者位次 #3/4ICML 2026Poster· Theory / Learning Theory
Scaling Laws for Precision in High-Dimensional Linear Regression
Dechen Zhang · Xuan Tang · Yingyu Liang · Difan Zou
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Dechen Zhang · Xuan Tang · Yingyu Liang · Difan Zou
Zhenmei Shi · Yifei Ming · Xuan-Phi Nguyen · Yingyu Liang · Shafiq Joty
Large Language Models (LLMs) have demonstrated remarkable capabilities in handling long context inputs, but this comes at the cost of increased computational resources and latency. Our research introduces a novel approach for the long context bottleneck to accelerate LLM inference and reduce GPU...