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05/04/2020
Accelerated Learning with Robustness to Adversarial Regressors
High order iterative momentum-based parameter update algorithms have see...
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04/11/2019
Connections Between Adaptive Control and Optimization in Machine Learning
This paper demonstrates many immediate connections between adaptive cont...
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03/12/2019
Accelerated Learning in the Presence of Time Varying Features with Applications to Machine Learning and Adaptive Control
Features in machine learning problems are often time varying and may be ...
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05/11/2018