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67 Results
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Poster
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Wed 11:00 |
Self-Consuming Generative Models with Curated Data Provably Optimize Human Preferences Damien Ferbach · Quentin Bertrand · Joey Bose · Gauthier Gidel |
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Workshop
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Direct Acquisition Optimization for Low-Budget Active Learning Zhuokai Zhao · Yibo Jiang · Yuxin Chen |
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Poster
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Wed 16:30 |
Multidimensional Fractional Programming for Normalized Cuts Yannan Chen · Beichen Huang · Licheng Zhao · Kaiming Shen |
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Poster
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Fri 16:30 |
On the Power of Small-size Graph Neural Networks for Linear Programming Qian Li · Tian Ding · Linxin Yang · Minghui Ouyang · Qingjiang Shi · Ruoyu Sun |
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Workshop
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Optimal Spectroscopic Measurement Design: Bayesian Framework for Rational Data Acquisition Yusei Ito · Yasuo Takeichi · Hideitsu Hino · Kanta Ono |
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Poster
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Thu 16:30 |
Star-Agents: Automatic Data Optimization with LLM Agents for Instruction Tuning Hang Zhou · Yehui Tang · Haochen Qin · Yujie Yang · Renren Jin · Deyi Xiong · Kai Han · Yunhe Wang |
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Poster
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Fri 11:00 |
Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning Jaehyun Nam · Kyuyoung Kim · Seunghyuk Oh · Jihoon Tack · Jaehyung Kim · Jinwoo Shin |
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Poster
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Wed 11:00 |
IPM-LSTM: A Learning-Based Interior Point Method for Solving Nonlinear Programs Xi Gao · Jinxin Xiong · Akang Wang · qihong duan · Jiang Xue · Qingjiang Shi |
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Poster
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Thu 11:00 |
HardCore Generation: Generating Hard UNSAT Problems for Data Augmentation Joseph Cotnareanu · Zhanguang Zhang · Hui-Ling Zhen · Yingxue Zhang · Mark Coates |
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Poster
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Thu 11:00 |
Fine-Grained Dynamic Framework for Bias-Variance Joint Optimization on Data Missing Not at Random Mingming Ha · Taoxuewen · Wenfang Lin · QIONGXU MA · Wujiang Xu · Linxun Chen |
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Workshop
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Mind the Gap: Examining the Self-Improvement Capabilities of Large Language Models Yuda Song · Hanlin Zhang · Udaya Ghai · Carson Eisenach · Sham Kakade · Dean Foster |
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Poster
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Wed 16:30 |
Nonconvex Federated Learning on Compact Smooth Submanifolds With Heterogeneous Data Jiaojiao Zhang · Jiang Hu · Anthony Man-Cho So · Mikael Johansson |