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Spotlight
Thu Jul 21 11:30 PM -- 11:35 PM (KST) @ Room 309
Estimating Instance-dependent Bayes-label Transition Matrix using a Deep Neural Network
In Miscellaneous Aspects of Machine Learning
Shuo Yang · Erkun Yang · Bo Han · Yang Liu · Min Xu · Gang Niu · Tongliang Liu
Spotlight
Thu Jul 21 11:35 PM -- 11:40 PM (KST) @ Room 309
Invariant Ancestry Search
In Miscellaneous Aspects of Machine Learning
Phillip Bredahl Mogensen · Nikolaj Thams · Jonas Peters
Spotlight
Thu Jul 21 11:40 PM -- 11:45 PM (KST) @ Room 309
Unaligned Supervision for Automatic Music Transcription in The Wild
In Miscellaneous Aspects of Machine Learning
Ben Maman · Amit Bermano
Spotlight
Thu Jul 21 11:45 PM -- 11:50 PM (KST) @ Room 309
Fourier Learning with Cyclical Data
In Miscellaneous Aspects of Machine Learning
Yingxiang Yang · Zhihan Xiong · Tianyi Liu · Taiqing Wang · Chong Wang
Spotlight
Thu Jul 21 11:50 PM -- 11:55 PM (KST) @ Room 309
Linear Adversarial Concept Erasure
In Miscellaneous Aspects of Machine Learning
Shaul Ravfogel · Michael Twiton · Yoav Goldberg · Ryan Cotterell
Oral
Thu Jul 21 11:55 PM -- 12:15 AM (KST) @ Room 309
Score Matching Enables Causal Discovery of Nonlinear Additive Noise Models
In Miscellaneous Aspects of Machine Learning
Paul Rolland · Volkan Cevher · Matthäus Kleindessner · Chris Russell · Dominik Janzing · Bernhard Schölkopf · Francesco Locatello
Spotlight
Fri Jul 22 12:15 AM -- 12:20 AM (KST) @ Room 309
Provable Domain Generalization via Invariant-Feature Subspace Recovery
In Miscellaneous Aspects of Machine Learning
Haoxiang Wang · Haozhe Si · Bo Li · Han Zhao
Spotlight
Fri Jul 22 12:20 AM -- 12:25 AM (KST) @ Room 309
Subspace Learning for Effective Meta-Learning
In Miscellaneous Aspects of Machine Learning
Weisen JIANG · James Kwok · Yu Zhang
Spotlight
Fri Jul 22 12:25 AM -- 12:30 AM (KST) @ Room 309 None
Continual Learning via Sequential Function-Space Variational Inference
In Miscellaneous Aspects of Machine Learning
Tim G. J Rudner · Freddie Bickford Smith · QIXUAN FENG · Yee-Whye Teh · Yarin Gal
Spotlight
Fri Jul 22 12:30 AM -- 12:35 AM (KST) @ Room 309
Efficient Test-Time Model Adaptation without Forgetting
In Miscellaneous Aspects of Machine Learning
Shuaicheng Niu · Jiaxiang Wu · Yifan Zhang · Yaofo Chen · Shijian Zheng · Peilin Zhao · Mingkui Tan
Spotlight
Fri Jul 22 12:35 AM -- 12:40 AM (KST) @ Room 309
Gaussian Process Uniform Error Bounds with Unknown Hyperparameters for Safety-Critical Applications
In Miscellaneous Aspects of Machine Learning
Alexandre Capone · Armin Lederer · Sandra Hirche
Spotlight
Fri Jul 22 12:40 AM -- 12:45 AM (KST) @ Room 309
Input Dependent Sparse Gaussian Processes
In Miscellaneous Aspects of Machine Learning
Bahram Jafrasteh · Carlos Villacampa-Calvo · Daniel Hernandez-Lobato
Spotlight
Fri Jul 22 12:45 AM -- 12:50 AM (KST) @ Room 309
AutoIP: A United Framework to Integrate Physics into Gaussian Processes
In Miscellaneous Aspects of Machine Learning
Da Long · Zheng Wang · Aditi Krishnapriyan · Robert Kirby · Shandian Zhe · Michael Mahoney