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06/04/2023
A Generalized Alternating Method for Bilevel Optimization under the Polyak-Łojasiewicz Condition
Bilevel optimization has recently regained interest owing to its applica...
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11/14/2022
Alternating Implicit Projected SGD and Its Efficient Variants for Equality-constrained Bilevel Optimization
Stochastic bilevel optimization, which captures the inherent nested stru...
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06/14/2022
Lazy Queries Can Reduce Variance in Zeroth-order Optimization
A major challenge of applying zeroth-order (ZO) methods is the high quer...
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06/08/2022
Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning
Model-agnostic meta learning (MAML) is currently one of the dominating a...
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01/19/2020