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01/31/2023
Learning Against Distributional Uncertainty: On the Trade-off Between Robustness and Specificity
Trustworthy machine learning aims at combating distributional uncertaint...
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12/20/2022
Distributional Robustness Bounds Generalization Errors
Bayesian methods, distributionally robust optimization methods, and regu...
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05/12/2022
Robot Cooking with Stir-fry: Bimanual Non-prehensile Manipulation of Semi-fluid Objects
This letter describes an approach to achieve well-known Chinese cooking ...
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04/19/2019
Online Non-stationary Time Series Analysis and Processing
Time series analysis is critical in academic communities ranging from ec...
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04/16/2019