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46 Results
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Workshop
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TR-BEACON: Shedding Light on Efficient Behavior Discovery in High-Dimensional Spaces with Bayesian Novelty Search over Trust Regions Wei-Ting Tang · Ankush Chakrabarty · Joel Paulson |
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Poster
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Thu 16:30 |
Efficient Streaming Algorithms for Graphlet Sampling Yann Bourreau · Marco Bressan · T-H. Hubert Chan · Qipeng Kuang · Mauro Sozio |
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Poster
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Fri 11:00 |
Bigger, Regularized, Optimistic: scaling for compute and sample efficient continuous control Michal Nauman · Mateusz Ostaszewski · Krzysztof Jankowski · Piotr Miłoś · Marek Cygan |
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Affinity Event
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Genetic-guided GFlowNets for Sample Efficient Molecular Optimization Hyeonah Kim · Minsu Kim · Sanghyeok Choi · Jinkyoo Park |
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Workshop
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MagicPIG: LSH Sampling for Efficient LLM Generation Zhuoming Chen · Ranajoy Sadhukhan · Zihao Ye · Yang Zhou · Jianyu Zhang · Niklas S Nolte · Yuandong Tian · Matthijs Douze · Leon Bottou · Zhihao Jia · Beidi Chen |
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Workshop
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Weighted Diversified Sampling for Efficient Data-Driven Single-Cell Gene-Gene Interaction Discovery Yifan Wu · Yuntao Yang · Zirui Liu · Zhao Li · Khushbu Pahwa · Rongbin Li · W. Jim Zheng · Xia Hu · Zhaozhuo Xu |
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Poster
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Wed 16:30 |
Genetic-guided GFlowNets for Sample Efficient Molecular Optimization Hyeonah Kim · Minsu Kim · Sanghyeok Choi · Jinkyoo Park |
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Workshop
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Weighted Diversified Sampling for Efficient Data-Driven Single-Cell Gene-Gene Interaction Discovery Yifan Wu · Yuntao Yang · Zirui Liu · Zhao Li · Khushbu Pahwa · Rongbin Li · W. Jim Zheng · Xia Hu · Zhaozhuo Xu |
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Workshop
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ABEL: Sample Efficient Online Reinforcement Learning for Neural Theorem Proving Fabian Gloeckle · Jannis Limperg · Gabriel Synnaeve · Amaury Hayat |
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Poster
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Fri 16:30 |
Boosting Sample Efficiency and Generalization in Multi-agent Reinforcement Learning via Equivariance Josh McClellan · Naveed Haghani · John Winder · Furong Huang · Pratap Tokekar |