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Poster
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Tue 14:00
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Parameter-free Regret in High Probability with Heavy Tails
Jiujia Zhang · Ashok Cutkosky
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Poster
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Thu 9:00
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Robustness in deep learning: The good (width), the bad (depth), and the ugly (initialization)
Zhenyu Zhu · Fanghui Liu · Grigorios Chrysos · Volkan Cevher
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Workshop
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Fri 8:10
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Contributed Talk 1: FiT: Parameter Efficient Few-shot Transfer Learning
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Poster
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Wed 14:00
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Embed and Emulate: Learning to estimate parameters of dynamical systems with uncertainty quantification
Ruoxi Jiang · Rebecca Willett
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Poster
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Wed 9:00
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Factorized-FL: Personalized Federated Learning with Parameter Factorization & Similarity Matching
Wonyong Jeong · Sung Ju Hwang
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Poster
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Thu 14:00
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On the Parameterization and Initialization of Diagonal State Space Models
Albert Gu · Karan Goel · Ankit Gupta · Christopher Ré
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Workshop
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FiT: Parameter Efficient Few-shot Transfer Learning
Aliaksandra Shysheya · John Bronskill · Massimiliano Patacchiola · Sebastian Nowozin · Richard Turner
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Workshop
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Atmospheric retrievals of exoplanets using learned parameterizations of pressure-temperature profiles
Timothy Gebhard · Daniel Angerhausen · Björn Konrad · Eleonora Alei · Sascha Quanz · Bernhard Schölkopf
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Poster
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Thu 14:00
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Bayesian Risk Markov Decision Processes
Yifan Lin · Yuxuan Ren · Enlu Zhou
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Poster
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Tue 9:00
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ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning
Junting Pan · Ziyi Lin · Xiatian Zhu · Jing Shao · Hongsheng Li
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Poster
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Thu 9:00
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Syndicated Bandits: A Framework for Auto Tuning Hyper-parameters in Contextual Bandit Algorithms
QIN DING · Yue Kang · Yi-Wei Liu · Thomas Chun Man Lee · Cho-Jui Hsieh · James Sharpnack
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Poster
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Thu 14:00
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Optimal Comparator Adaptive Online Learning with Switching Cost
Zhiyu Zhang · Ashok Cutkosky · Yannis Paschalidis
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