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2026 1

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Generative Robust Optimisation

cs.LG · 2026-06-21 · unverdicted · novelty 7.0

Generative Robust Optimisation defines uncertainty sets via neural network decoders over latent spaces and evaluates them with a five-point framework, validated on planning problems using Wasserstein autoencoders.

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  • Generative Robust Optimisation cs.LG · 2026-06-21 · unverdicted · none · ref 11

    Generative Robust Optimisation defines uncertainty sets via neural network decoders over latent spaces and evaluates them with a five-point framework, validated on planning problems using Wasserstein autoencoders.