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Unicorn: U-Net for Sea Ice Forecasting with Convolutional Neural Ordinary Differential Equations
Sea ice at the North Pole is vital to global climate dynamics.
Balanced Marginal and Joint Distributional Learning via Mixture Cramer-Wold Distance
This measure enables us to capture both marginal and joint distributional information simultaneously, as it incorporates a mixture measure with point masses on standard basis vectors.
Uniform Pessimistic Risk and its Optimal Portfolio
However, estimating an optimal portfolio assessed by a pessimistic risk is still challenging due to the absence of a computationally tractable model.
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