Search All 2022 Events
 

24 Results

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