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pro vyhledávání: '"SZABÓ, PÉTER"'
Define an optimizer as having memory $k$ if it stores $k$ dynamically changing vectors in the parameter space. Classical SGD has memory $0$, momentum SGD optimizer has $1$ and Adam optimizer has $2$. We address the following questions: How can optimi
Externí odkaz:
http://arxiv.org/abs/2402.15262
Autor:
Chvátal, Vašek, de Rancourt, Noé, Quintero, Guillermo Gamboa, Kantor, Ida, Szabó, Péter G. N.
Richmond and Richmond (American Mathematical Monthly 104 (1997), 713--719) proved the following theorem: If, in a metric space with at least five points, all triangles are degenerate, then the space is isometric to a subset of the real line. We prove
Externí odkaz:
http://arxiv.org/abs/2401.05259
Autor:
Csiszárik, Adrián, Kiss, Melinda F., Kőrösi-Szabó, Péter, Muntag, Márton, Papp, Gergely, Varga, Dániel
We explore element-wise convex combinations of two permutation-aligned neural network parameter vectors $\Theta_A$ and $\Theta_B$ of size $d$. We conduct extensive experiments by examining various distributions of such model combinations parametrized
Externí odkaz:
http://arxiv.org/abs/2308.11511
Autor:
Kiss, László1,2 (AUTHOR) kissl@gamma.ttk.pte.hu, Szabó, Péter3,4 (AUTHOR) sz.piiit01@gmail.com
Publikováno v:
Organics. Dec2024, Vol. 5 Issue 4, p670-683. 14p.
Publikováno v:
In Materials Science in Semiconductor Processing January 2025 185
Autor:
Davis-Porada, Julia 1, 2, George, Alex B. 2, 4, Lam, Nora 1, 3, Caron, Daniel P. 1, Gray, Joshua I. 1, Huang, Jenny 4, Hwu, Jennifer 4, Wells, Steven B. 4, Matsumoto, Rei 5, Kubota, Masaru 5, Lee, YoonSeung 1, Morrison-Colvin, Rory 1, Jensen, Isaac J. 1, Ural, Basak B. 1, Shaabani, Namir 6, Weiskopf, Daniela 7, Grifoni, Alba 7, Sette, Alessandro 7, 8, Szabo, Peter A. 1, Teijaro, John R. 6, Sims, Peter A. 4, 9, 10, ∗, Farber, Donna L. 1, 5, 10, 11, ∗∗
Publikováno v:
In Immunity 10 December 2024 57(12):2895-2913