@article{optimizationguaranteesforsquarerootnatur, title = {Optimization Guarantees for Square-Root Natural-Gradient Variational Inference}, author = {Navish Kumar and Thomas Möllenhoff and Mohammad Emtiyaz Khan and Aurelien Lucchi}, year = {2025}, eprint = {2507.07853}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.07853}, }