@article{schaipp2025surprising, title={The Surprising Agreement Between Convex Optimization Theory and Learning-Rate Scheduling for Large Model Training}, author={Schaipp, Fabian and H{\"a}gele, Alexander and Taylor, Adrien and Simsekli, Umut and Bach, Francis}, journal={Forty-second International Conference on Machine Learning}, year={2025}, url={https://arxiv.org/abs/2501.18965} }