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Unsupervised Learning of Particle Image Velocimetry
Particle Image Velocimetry (PIV) is a classical flow estimation problem ...
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More Data Can Expand the Generalization Gap Between Adversarially Robust and Standard Models
Despite remarkable success in practice, modern machine learning models h...
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Online Continuous Submodular Maximization: From Full-Information to Bandit Feedback
In this paper, we propose three online algorithms for submodular maximis...
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One Sample Stochastic Frank-Wolfe
One of the beauties of the projected gradient descent method lies in its...
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Quantized Frank-Wolfe: Communication-Efficient Distributed Optimization
How can we efficiently mitigate the overhead of gradient communications ...
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Black Box Submodular Maximization: Discrete and Continuous Settings
In this paper, we consider the problem of black box continuous submodula...
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Projection-Free Bandit Convex Optimization
In this paper, we propose the first computationally efficient projection...
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Mingrui Zhang
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