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Robuta

https://openreview.net/forum?id=JH4_VE9HKw&referrer=%5Bthe%20profile%20of%20Victor%20Valls%5D(%2Fprofile%3Fid%3D~Victor_Valls1)
Max-Weight Revisited: Sequences of Nonconvex Optimizations Solving Convex Optimizations | OpenReview
We investigate the connections between max-weight approaches and dual subgradient methods for convex optimization. We find that strong connections exist, and...
maxweightrevisitedsequencesnonconvex
https://arxiv.org/abs/1711.10467
[1711.10467] Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent...
Abstract page for arXiv paper 1711.10467: Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval,...
statistical estimationgradient descentimplicitregularizationnonconvex
https://openreview.net/forum?id=hMxlumpguU&referrer=%5Bthe%20profile%20of%20Luo%20Luo%5D(%2Fprofile%3Fid%3D~Luo_Luo1)
Accelerating first-order methods for nonconvex-strongly-convex bilevel optimization under general...
Bilevel optimization is pivotal in machine learning applications such as hyperparameter tuning and adversarial training. While existing methods for...
first orderbilevel optimizationacceleratingmethodsnonconvex