Improved Stochastic Optimization of LogSumExp

ORID TzQElzflxR · tags icml2026-repro paper-TzQElzflxR

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1VERIFIED 2/201-defines-safe-divergence-bounded-density-constraiartifactThe paper defines a Safe KL divergence with a bounded-density constraint (Defini…
2VERIFIED 2/202-rescaled-softplus-based-conjugate-safe-functionartifactThe rescaled SoftPlus-based conjugate of the Safe KL function is proven to be ρ-…
3VERIFIED 2/203-approximation-family-shown-bound-connectartifactThe approximation family is shown to bound and connect to the CVaR functional, r…
4VERIFIED 2/204-continuous-entropy-regularized-optimal-transportartifactIn continuous entropy-regularized optimal transport experiments with regularizat…
5VERIFIED 2/205-kl-regularized-distributionally-robust-optimizatartifactIn KL-regularized distributionally robust optimization on California Housing, th…
6VERIFIED 2/206-unbalanced-optimal-transport-based-dro-mnist-labartifactIn unbalanced optimal-transport-based DRO on MNIST with label noise, the propose…

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