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Joseph E. Gaudio

On the stability of second order gradient descent for time varying convex functions

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May 22, 2024
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Online Algorithms and Policies Using Adaptive and Machine Learning Approaches

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May 27, 2021
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A New Algorithm for Discrete-Time Parameter Estimation

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Mar 30, 2021
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A High-order Tuner for Accelerated Learning and Control

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Mar 23, 2021
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Parameter Estimation Bounds Based on the Theory of Spectral Lines

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Jun 23, 2020
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Accelerated Learning with Robustness to Adversarial Regressors

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May 04, 2020
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Parameter Estimation in Adaptive Control of Time-Varying Systems Under a Range of Excitation Conditions

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Nov 10, 2019
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Connections Between Adaptive Control and Optimization in Machine Learning

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Apr 11, 2019
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Accelerated Learning in the Presence of Time Varying Features with Applications to Machine Learning and Adaptive Control

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Mar 12, 2019
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