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38 Results
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Poster
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A PID Controller Approach for Adaptive Probability-dependent Gradient Decay in Model Calibration Siyuan Zhang · Linbo Xie |
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Poster
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Thu 11:00 |
Pre-Trained Multi-Goal Transformers with Prompt Optimization for Efficient Online Adaptation Haoqi Yuan · Yuhui Fu · Feiyang Xie · Zongqing Lu |
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Workshop
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Convergence of Distributed Adaptive Optimization with Local Updates Ziheng Cheng · Margalit Glasgow |
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Workshop
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Adaptive Representation of MOFs in Bayesian Optimization Mahyar Rajabi Kochi · Negareh Mahboubi · Aseem Gill · Mohamad Moosavi |
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Poster
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Thu 16:30 |
Efficient Multi-task LLM Quantization and Serving for Multiple LoRA Adapters Yifei Xia · Fangcheng Fu · Wentao Zhang · Jiawei Jiang · Bin CUI |
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Poster
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Wed 16:30 |
Towards Efficient and Optimal Covariance-Adaptive Algorithms for Combinatorial Semi-Bandits Julien Zhou · Pierre Gaillard · Thibaud Rahier · Houssam Zenati · Julyan Arbel |
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Workshop
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Continuous-Time Analysis of Adaptive Optimization and Normalization Rhys Gould · Hidenori Tanaka |
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Poster
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Thu 16:30 |
LoQT: Low-Rank Adapters for Quantized Pretraining Sebastian Loeschcke · Mads Toftrup · Michael Kastoryano · Serge Belongie · Vésteinn Snæbjarnarson |
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Poster
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Thu 16:30 |
Directional Smoothness and Gradient Methods: Convergence and Adaptivity Aaron Mishkin · Ahmed Khaled · Yuanhao Wang · Aaron Defazio · Robert Gower |
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Poster
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Wed 11:00 |
Optimal and Approximate Adaptive Stochastic Quantization Ran Ben-Basat · Yaniv Ben-Itzhak · Michael Mitzenmacher · Shay Vargaftik |
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Workshop
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BlockLLM: Memory-Efficient Adaptation of LLMs by Selecting and Optimizing the Right Coordinate Blocks Amrutha Varshini Ramesh · Vignesh Ganapathiraman · Issam Hadj Laradji · Mark Schmidt |
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Poster
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Efficient Adaptation of Pre-trained Vision Transformer via Householder Transformation Wei Dong · Yuan Sun · Yiting Yang · Xing Zhang · Zhijun Lin · Qingsen Yan · Haokui Zhang · Peng Wang · Yang Yang · Hengtao Shen |