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7 Results
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Poster
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Wed 16:30 |
Bayesian Optimisation with Unknown Hyperparameters: Regret Bounds Logarithmically Closer to Optimal Juliusz Ziomek · Masaki Adachi · Michael A Osborne |
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Poster
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Wed 16:30 |
Lower Bounds of Uniform Stability in Gradient-Based Bilevel Algorithms for Hyperparameter Optimization Rongzhen Wang · Chenyu Zheng · Guoqiang Wu · Xu Min · Xiaolu Zhang · Jun Zhou · Chongxuan LI |
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Poster
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Fri 11:00 |
UQ-Guided Hyperparameter Optimization for Iterative Learners Jiesong Liu · Feng Zhang · Jiawei Guan · Xipeng Shen |
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Workshop
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Sat 12:00 |
Statistically Valid Information Bottleneck via Multiple Hypothesis Testing Amirmohammad Farzaneh · Osvaldo Simeone |
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Workshop
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Specialized Foundation Models Struggle to Beat Traditional Supervised Learning Baselines Ritvik Gupta · Zongzhe Xu · Wenduo Cheng · Alexander Shen · Junhong Shen · Ameet Talwalkar · Misha Khodak |
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Poster
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Thu 16:30 |
Reshuffling Resampling Splits Can Improve Generalization of Hyperparameter Optimization Thomas Nagler · Lennart Schneider · Bernd Bischl · Matthias Feurer |
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Workshop
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A Multi-Power Law for Loss Curve Prediction Across Learning Rate Schedules Kairong Luo · Haodong Wen · Shengding Hu · Zhenbo Sun · Zhiyuan Liu · Maosong Sun · Kaifeng Lyu · Wenguang Chen |