@article{omegaoptimizingmachinelearningbyevaluati, title = {OMEGA: Optimizing Machine Learning by Evaluating Generated Algorithms}, author = {Jeremy Nixon and Annika Singh}, year = {2026}, eprint = {2604.26211}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.26211}, }