"theoretical understanding" Papers

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Ask, and it shall be given: On the Turing completeness of prompting

Ruizhong Qiu, Zhe Xu, Wenxuan Bao et al.

ICLR 2025arXiv:2411.01992
6
citations

State Space Models are Provably Comparable to Transformers in Dynamic Token Selection

Naoki Nishikawa, Taiji Suzuki

ICLR 2025arXiv:2405.19036
6
citations

Position: Future Directions in the Theory of Graph Machine Learning

Christopher Morris, Fabrizio Frasca, Nadav Dym et al.

ICML 2024