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Poster
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Tue 17:00
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Learning to acquire novel cognitive tasks with evolution, plasticity and meta-meta-learning
Thomas Miconi
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Workshop
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What Works in Chest X-Ray Classification? A Case Study of Design Choices
Evan Vogelbaum · Logan Engstrom · Aleksander Madry
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Poster
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Wed 14:00
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Q-learning Decision Transformer: Leveraging Dynamic Programming for Conditional Sequence Modelling in Offline RL
Taku Yamagata · Ahmed Khalil · Raul Santos-Rodriguez
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Poster
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Thu 16:30
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Improved Learning-Augmented Algorithms for the Multi-Option Ski Rental Problem via Best-Possible Competitive Analysis
Yongho Shin · Changyeol Lee · Gukryeol Lee · Hyung-Chan An
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Poster
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Tue 14:00
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Learning to Learn from APIs: Black-Box Data-Free Meta-Learning
Zixuan Hu · Li Shen · Zhenyi Wang · Baoyuan Wu · Chun Yuan · Dacheng Tao
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Oral
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Thu 19:04
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Learning-Rate-Free Learning by D-Adaptation
Aaron Defazio · Konstantin Mishchenko
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Poster
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Tue 14:00
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Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optimization
Jiwoo Son · Minsu Kim · Hyeonah Kim · Jinkyoo Park
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Poster
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Thu 13:30
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The Blessing of Heterogeneity in Federated Q-Learning: Linear Speedup and Beyond
Jiin Woo · Gauri Joshi · Yuejie Chi
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Poster
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Thu 13:30
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Meta-Learning the Inductive Bias of Simple Neural Circuits
Will Dorrell · Maria Yuffa · Peter Latham
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Poster
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Tue 17:00
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On Pre-Training for Visuo-Motor Control: Revisiting a Learning-from-Scratch Baseline
Nicklas Hansen · Zhecheng Yuan · Yanjie Ze · Tongzhou Mu · Aravind Rajeswaran · Hao Su · Huazhe Xu · Xiaolong Wang
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Poster
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Thu 16:30
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Effective Structured Prompting by Meta-Learning and Representative Verbalizer
Weisen Jiang · Yu Zhang · James Kwok
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Workshop
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Learning-augmented private algorithms for multiple quantile release
Mikhail Khodak · Kareem Amin · Travis Dick · Sergei Vassilvitskii
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