Zobrazeno 1 - 10
of 637
pro vyhledávání: '"Szabó, Peter"'
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:
Davis-Porada, Julia, George, Alex B., Lam, Nora, Caron, Daniel P., Gray, Joshua I., Huang, Jenny, Hwu, Jennifer, Wells, Steven B., Matsumoto, Rei, Kubota, Masaru, Lee, YoonSeung, Morrison-Colvin, Rory, Jensen, Isaac J., Ural, Basak B., Shaabani, Namir, Weiskopf, Daniela, Grifoni, Alba, Sette, Alessandro, Szabo, Peter A., Teijaro, John R., Sims, Peter A., Farber, Donna L.
Publikováno v:
In Immunity 10 December 2024 57(12):2895-2913
Autor:
Baják, Petra, Csepregi, András, Szabó, Péter, Chappon, Máté, Tóth, Ádám, Hegedűs-Csondor, Katalin, Erőss, Anita
Publikováno v:
In Journal of Hydrology: Regional Studies December 2024 56
Autor:
Taurines, Tatiana, Glantz, Tony, Belon, Sébastien, Kulacsy, Katalin, Király, Márton, Nagy, Richárd, Szabó, Péter, Dif, Brahim, Arkoma, Asko
Publikováno v:
In Annals of Nuclear Energy October 2024 206
Publikováno v:
In Materials Science in Semiconductor Processing January 2025 185
We employ a toolset -- dubbed Dr. Frankenstein -- to analyse the similarity of representations in deep neural networks. With this toolset, we aim to match the activations on given layers of two trained neural networks by joining them with a stitching
Externí odkaz:
http://arxiv.org/abs/2110.14633
Autor:
Szabó, Péter, Gustafsson, Magnus
We have developed the polyatomic extension of a recently established (M. Gustafsson, J. Chem. Phys, 138, 074308 (2013)) classical theory of radiative association in the absence of electronic transitions. The cross section of the process is calculated
Externí odkaz:
http://arxiv.org/abs/2110.10981
Autor:
Farkas, Róbert, Hózer, Zoltán, Kis, Zoltán, Perez-Feró, Erzsébet, Király, Márton, Horváth, Márta, Novotny, Tamás, Szabó, Péter, Bubonyi, Tamás
Publikováno v:
In Nuclear Materials and Energy September 2024 40