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Distributionally Robust Logistic Regression

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References

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2010Distributionally Robust Optimization Under Moment Uncertainty with Application to Data-Driven Problems1,910 cited
2002Robust optimization ? methodology and applications1,409 cited
2014Distributionally Robust Convex Optimization952 cited
2010Distributionally Robust Optimization and Its Tractable Approximations668 cited
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2012Kullback-Leibler divergence constrained distributionally robust optimization221 cited

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2019Decomposition algorithm for distributionally robust optimization using Wasserstein metric with an application to a class of regression models58 cited

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2019

Training individually fair ML models with Sensitive Subspace Robustness

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2019A distributionally robust optimization approach to reconstructing missing locations and paths using high-frequency trajectory data10 cited