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FAVOR#: Sharp Attention Kernel Approximations via New Classes of Positive Random Features.

V. Likhosherstov, K. Choromanski, A. Dubey, F. Liu, T. Sarlós, and A. Weller. CoRR, (2023)

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Valerii Panin

Valerii Sukhorukov

Valerii Krachkovskyi

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Sub-Linear Memory: How to Make Performers SLiM.V. Likhosherstov, K. Choromanski, J. Davis, X. Song, and A. Weller. CoRR, (2020)Debiasing a First-order Heuristic for Approximate Bi-level Optimization.V. Likhosherstov, X. Song, K. Choromanski, J. Davis, and A. Weller. ICML, volume 139 of Proceedings of Machine Learning Research, page 6621-6630. PMLR, (2021)Learning a Fourier Transform for Linear Relative Positional Encodings in Transformers.K. Choromanski, S. Li, V. Likhosherstov, K. Dubey, S. Luo, D. He, Y. Yang, T. Sarlós, T. Weingarten, and A. Weller. CoRR, (2023)Ode to an ODE.K. Choromanski, J. Davis, V. Likhosherstov, X. Song, J. Slotine, J. Varley, H. Lee, A. Weller, and V. Sindhwani. NeurIPS, (2020)Stochastic Flows and Geometric Optimization on the Orthogonal Group.K. Choromanski, D. Cheikhi, J. Davis, V. Likhosherstov, A. Nazaret, A. Bahamou, X. Song, M. Akarte, J. Parker-Holder, J. Bergquist and 5 other author(s). ICML, volume 119 of Proceedings of Machine Learning Research, page 1918-1928. PMLR, (2020)Efficient Graph Field Integrators Meet Point Clouds.K. Choromanski, A. Sehanobish, H. Lin, Y. Zhao, E. Berger, T. Parshakova, A. Pan, D. Watkins, T. Zhang, V. Likhosherstov and 6 other author(s). CoRR, (2023)On the Expressive Power of Self-Attention Matrices.V. Likhosherstov, K. Choromanski, and A. Weller. CoRR, (2021)On the Expressive Flexibility of Self-Attention Matrices.V. Likhosherstov, K. Choromanski, and A. Weller. AAAI, page 8773-8781. AAAI Press, (2023)CWY Parametrization: a Solution for Parallelized Optimization of Orthogonal and Stiefel Matrices.V. Likhosherstov, J. Davis, K. Choromanski, and A. Weller. AISTATS, volume 130 of Proceedings of Machine Learning Research, page 55-63. PMLR, (2021)Rethinking Attention with Performers.K. Choromanski, V. Likhosherstov, D. Dohan, X. Song, A. Gane, T. Sarlós, P. Hawkins, J. Davis, A. Mohiuddin, L. Kaiser and 3 other author(s). ICLR, OpenReview.net, (2021)

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Disambiguation of "Likhosherstov, Valerii"

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FAVOR#: Sharp Attention Kernel Approximations via New Classes of Positive Random Features.

Please choose a person to relate this publication to

Valerii Panin

Valerii Sukhorukov

Valerii Krachkovskyi

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Likhosherstov, Valerii"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML FAVOR#: Sharp Attention Kernel Approximations via New Classes of Positive Random Features.

Please choose a person to relate this publication to

Valerii Panin

Valerii Sukhorukov

Valerii Krachkovskyi

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
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URL
DOI
BibTeX
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APA
Chicago
DIN 1505
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FAVOR#: Sharp Attention Kernel Approximations via New Classes of Positive Random Features.