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Poster
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Thu 2:30
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A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions from Data
Wenqiang Li · Weijun Li · Lina Yu · Min Wu · Linjun Sun · Jingyi Liu · Yanjie Li · Shu Wei · Deng Yusong · Meilan Hao
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Poster
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Thu 4:30
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Position: Exploring the Robustness of Pipeline-Parallelism-Based Decentralized Training
Lin Lu · Chenxi Dai · Wangcheng Tao · Binhang Yuan · Yanan Sun · Pan Zhou
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Poster
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Tue 2:30
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Rethinking DP-SGD in Discrete Domain: Exploring Logistic Distribution in the Realm of signSGD
Jonggyu Jang · Seongjin Hwang · Hyun Jong Yang
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Poster
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Tue 4:30
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Constrained Ensemble Exploration for Unsupervised Skill Discovery
Chenjia Bai · Rushuai Yang · Qiaosheng Zhang · Kang Xu · Yi Chen · Ting Xiao · Xuelong Li
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Poster
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Wed 2:30
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Random Exploration in Bayesian Optimization: Order-Optimal Regret and Computational Efficiency
Sudeep Salgia · Sattar Vakili · Qing Zhao
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Poster
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Wed 4:30
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Efficient Exploration in Average-Reward Constrained Reinforcement Learning: Achieving Near-Optimal Regret With Posterior Sampling
Danil Provodin · Maurits Kaptein · Mykola Pechenizkiy
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Poster
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Wed 4:30
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Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models
Bilgehan Sel · Ahmad Al-Tawaha · Vanshaj Khattar · Ruoxi Jia · Ming Jin
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Poster
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Thu 2:30
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Exploring the Complexity of Deep Neural Networks through Functional Equivalence
Guohao Shen
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Poster
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Wed 2:30
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Exploration by Optimization with Hybrid Regularizers: Logarithmic Regret with Adversarial Robustness in Partial Monitoring
Taira Tsuchiya · Shinji Ito · Junya Honda
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Poster
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Tue 4:30
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Imitation Learning in Discounted Linear MDPs without exploration assumptions
Luca Viano · EFSTRATIOS PANTELEIMON SKOULAKIS · Volkan Cevher
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Poster
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Thu 2:30
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Task-aware Orthogonal Sparse Network for Exploring Shared Knowledge in Continual Learning
Yusong Hu · De Cheng · Dingwen Zhang · Nannan Wang · Tongliang Liu · Xinbo Gao
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Poster
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Wed 4:30
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BAGEL: Bootstrapping Agents by Guiding Exploration with Language
Shikhar Murty · Christopher Manning · Peter Shaw · Mandar Joshi · Kenton Lee
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