# Improved Stochastic Optimization of LogSumExp

ORID `TzQElzflxR` · **claim-faithful** repair 2026-07-27T19:00:03.776291+00:00

Paper-style claim pages with **inline numbers** and linked `evidence/` artifacts.

## Claims

- [Claim 1: 01-defines-safe-divergence-bounded-density-constrai](./01-defines-safe-divergence-bounded-density-constrai/) — VERIFIED (2/2)
- [Claim 2: 02-rescaled-softplus-based-conjugate-safe-function](./02-rescaled-softplus-based-conjugate-safe-function/) — VERIFIED (2/2)
- [Claim 3: 03-approximation-family-shown-bound-connect](./03-approximation-family-shown-bound-connect/) — VERIFIED (2/2)
- [Claim 4: 04-continuous-entropy-regularized-optimal-transport](./04-continuous-entropy-regularized-optimal-transport/) — VERIFIED (2/2)
- [Claim 5: 05-kl-regularized-distributionally-robust-optimizat](./05-kl-regularized-distributionally-robust-optimizat/) — VERIFIED (2/2)
- [Claim 6: 06-unbalanced-optimal-transport-based-dro-mnist-lab](./06-unbalanced-optimal-transport-based-dro-mnist-lab/) — VERIFIED (2/2)
- [Conclusion](./conclusion/)

## Artifacts

- [`evidence/claim_1.json`](../evidence/claim_1.json)
- [`evidence/claim_2.json`](../evidence/claim_2.json)
- [`evidence/claim_3.json`](../evidence/claim_3.json)
- [`evidence/claim_4.json`](../evidence/claim_4.json)
- [`evidence/claim_5.json`](../evidence/claim_5.json)
- [`evidence/claim_6.json`](../evidence/claim_6.json)