23 citations · 25 across the 8 of their papers we have counts for
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cs.LG2023
SketchOGD: Memory-Efficient Continual Learning
Youngjae Min, Benjamin Wright, Jeremy Bernstein +1
When machine learning models are trained continually on a sequence of tasks, they are often liable to forget what they learned on previous tasks--a phenomenon known as catastrophic…
eess.SY2023
Data-Driven Control with Inherent Lyapunov Stability
Youngjae Min, Spencer M. Richards, Navid Azizan
Recent advances in learning-based control leverage deep function approximators, such as neural networks, to model the evolution of controlled dynamical systems over time. However,…