Efficient Gradient Computation for Structured Output Learning with Rational and Tropical Losses

Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Dmitry Storcheus, Scott Yang

Nov-20-2025, 21:18:39 GMT–Neural Information Processing Systems

Many important machine learning tasks are instances of structured prediction problems.

algorithm, loss function, proceedings, (15 more...)

Neural Information Processing Systems

Nov-20-2025, 21:18:39 GMT

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Efficient Gradient Computation for Structured Output Learning with Rational and Tropical Losses
Efficient Gradient Computation for Structured Output Learning with Rational and Tropical Losses

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