From block-Toeplitz matrices to differential equations on graphs: towards a general theory for scalable masked Transformers - researchr publication authors

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Krzysztof Choromanski, Han Lin, Haoxian Chen, Tianyi Zhang, Arijit Sehanobish, Valerii Likhosherstov, Jack Parker-Holder, Tamás Sarlós, Adrian Weller, Thomas Weingarten. From block-Toeplitz matrices to differential equations on graphs: towards a general theory for scalable masked Transformers. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 3962-3983, PMLR, 2022. [doi]

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