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Workshop
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Towards architectural optimization of equivariant neural networks over subgroups
Kaitlin Maile · Dennis Wilson · Patrick Forré
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Poster
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Tue 9:00
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Unifying and Boosting Gradient-Based Training-Free Neural Architecture Search
YAO SHU · Zhongxiang Dai · Zhaoxuan Wu · Bryan Kian Hsiang Low
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Poster
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Wed 14:00
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Generalizing Bayesian Optimization with Decision-theoretic Entropies
Willie Neiswanger · Lantao Yu · Shengjia Zhao · Chenlin Meng · Stefano Ermon
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Poster
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Wed 9:00
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JAHS-Bench-201: A Foundation For Research On Joint Architecture And Hyperparameter Search
Archit Bansal · Danny Stoll · Maciej Janowski · Arber Zela · Frank Hutter
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Poster
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ZARTS: On Zero-order Optimization for Neural Architecture Search
Xiaoxing Wang · Wenxuan Guo · Jianlin Su · Xiaokang Yang · Junchi Yan
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Poster
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Thu 9:00
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Joint Entropy Search For Maximally-Informed Bayesian Optimization
Carl Hvarfner · Frank Hutter · Luigi Nardi
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Poster
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Tue 14:00
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Efficient Submodular Optimization under Noise: Local Search is Robust
Lingxiao Huang · Yuyi Wang · Chunxue Yang · Huanjian Zhou
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Poster
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Wed 14:00
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Structural Kernel Search via Bayesian Optimization and Symbolical Optimal Transport
Matthias Bitzer · Mona Meister · Christoph Zimmer
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Poster
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Joint Entropy Search for Multi-Objective Bayesian Optimization
Ben Tu · Axel Gandy · Nikolas Kantas · Behrang Shafei
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Poster
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Monte Carlo Tree Search based Variable Selection for High Dimensional Bayesian Optimization
Lei Song · Ke Xue · Xiaobin Huang · Chao Qian
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Poster
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Tue 14:00
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Monte Carlo Tree Descent for Black-Box Optimization
Yaoguang Zhai · Sicun Gao
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Workshop
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Faster Hyperparameter Search on Graphs via Calibrated Dataset Condensation
Mucong Ding · Xiaoyu Liu · Tahseen Rabbani · Furong Huang
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