@article{guaranteesfornonlinearrepresentation, title = {Guarantees for Nonlinear Representation Learning: Non-identical Covariates, Dependent Data, Fewer Samples}, author = {Thomas T. Zhang and Bruce D. Lee and Ingvar Ziemann and George J. Pappas and Nikolai Matni}, year = {2024}, eprint = {2410.11227}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2410.11227v1}, }