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08/07/2023
Non-Convex Bilevel Optimization with Time-Varying Objective Functions
Bilevel optimization has become a powerful tool in a wide variety of mac...
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08/01/2023
Doubly Robust Instance-Reweighted Adversarial Training
Assigning importance weights to adversarial data has achieved great succ...
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02/02/2023
Algorithm Design for Online Meta-Learning with Task Boundary Detection
Online meta-learning has recently emerged as a marriage between batch me...
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03/01/2022
A Constrained Optimization Approach to Bilevel Optimization with Multiple Inner Minima
Bilevel optimization has found extensive applications in modern machine ...
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10/13/2021
ES-Based Jacobian Enables Faster Bilevel Optimization
Bilevel optimization (BO) has arisen as a powerful tool for solving many...
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11/01/2018