@article{evaluatingsparseautoencodersfromshallow, title = {Evaluating Sparse Autoencoders: From Shallow Design to Matching Pursuit}, author = {Valérie Costa and Thomas Fel and Ekdeep Singh Lubana and Bahareh Tolooshams and Demba Ba}, year = {2025}, eprint = {2506.05239}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.05239v1}, }