Zobrazeno 1 - 10
of 223
pro vyhledávání: '"Gawron, Piotr"'
Autor:
Rybotycki, Tomasz, Gawron, Piotr
A successful Machine Learning (ML) model implementation requires three main components: training dataset, suitable model architecture and training procedure. Given dataset and task, finding an appropriate model might be challenging. AutoML, a branch
Externí odkaz:
http://arxiv.org/abs/2409.18338
Autor:
Acharya, Geeta, Aguayo, Gloria, Alexandre, Myriam, Ali, Muhammad, Ammerlann, Wim, Arena, Giuseppe, Bassis, Michele, Batutu, Roxane, Beaumont, Katy, Béchet, Sibylle, Berchem, Guy, Bisdorff, Alexandre, Boussaad, Ibrahim, Bouvier, David, Castillo, Lorieza, Contesotto, Gessica, DE Bremaeker, Nancy, Dewitt, Brian, Diederich, Nico, Dondelinger, Rene, Ramia, Nancy E., Ferrari, Angelo, Frauenknecht, Katrin, Fritz, Joëlle, Gamio, Carlos, Gantenbein, Manon, Gawron, Piotr, Georges, Laura, Ghosh, Soumyabrata, Giraitis, Marijus, Glaab, Enrico, Goergen, Martine, Gómez DE Lope, Elisa, Graas, Jérôme, Graziano, Mariella, Groues, Valentin, Grünewald, Anne, Hammot, Gaël, Anne-Marie, H.A.N.F.F., Hansen, Linda, Heneka, Michael, Henry, Estelle, Henry, Margaux, Herbrink, Sylvia, Herzinger, Sascha, Hundt, Alexander, Jacoby, Nadine, Jónsdóttir, Sonja, Klucken, Jochen, Kofanova, Olga, Krüger, Rejko, Lambert, Pauline, Landoulsi, Zied, Lentz, Roseline, Longhino, Laura, Lopes, Ana Festas, Lorentz, Victoria, Marques, Tainá M., Marques, Guilherme, Martins Conde, Patricia, Patrick, M.A.Y., Mcintyre, Deborah, Mediouni, Chouaib, Meisch, Francoise, Mendibide, Alexia, Menster, Myriam, Minelli, Maura, Mittelbronn, Michel, Mtimet, Saïda, Munsch, Maeva, Nati, Romain, Nehrbass, Ulf, Nickels, Sarah, Nicolai, Beatrice, Jean-Paul, N.I.C.O.L.A.Y., Noor, Fozia, Gomes, Clarissa P.C., Pachchek, Sinthuja, Pauly, Claire, Pauly, Laure, Pavelka, Lukas, Perquin, Magali, Pexaras, Achilleas, Rauschenberger, Armin, Rawal, Rajesh, Reddy Bobbili, Dheeraj, Remark, Lucie, Richard, Ilsé, Roland, Olivia, Roomp, Kirsten, Rosales, Eduardo, Sapienza, Stefano, Satagopam, Venkata, Schmitz, Sabine, Schneider, Reinhard, Schwamborn, Jens, Severino, Raquel, Sharify, Amir, Soare, Ruxandra, Soboleva, Ekaterina, Sokolowska, Kate, Theresine, Maud, Thien, Hermann, Thiry, Elodie, Ting Jiin Loo, Rebecca, Trouet, Johanna, Tsurkalenko, Olena, Vaillant, Michel, Vega, Carlos, Vilas Boas, Liliana, Wilmes, Paul, Wollscheid-Lengeling, Evi, Zelimkhanov, Gelani, Loo, Rebecca Ting Jiin, Mangone, Graziella, Khoury, Fouad, Vidailhet, Marie, Corvol, Jean-Christophe
Publikováno v:
In Parkinsonism and Related Disorders September 2024 126
Recent years have witnessed an unprecedented increase in experiments and hybrid simulations involving quantum computers. In particular, quantum annealers. Although quantum supremacy has not been established thus far, there exist a plethora of algorit
Externí odkaz:
http://arxiv.org/abs/1909.04929
Publikováno v:
PLoS ONE 13(12): e0209358
Numerical investigations are an important research tool in quantum information theory. There already exists a wide range of computational tools for quantum information theory implemented in various programming languages. However, there is little effo
Externí odkaz:
http://arxiv.org/abs/1806.11464
Autor:
Domino, Krzysztof, Gawron, Piotr
Publikováno v:
Int. J. Appl. Math. Comput. Sci., 2019, Vol. 29, No. 1, 195-206
High order cumulant tensors carry information about statistics of non-normally distributed multivariate data. In this work we present a new efficient algorithm for calculation of cumulants of arbitrary order in a sliding window for data streams. We s
Externí odkaz:
http://arxiv.org/abs/1701.06446
Publikováno v:
SIAM J. Sci. Comput., 40(3), A1590-A1610, 2018
In this paper, we introduce a novel algorithm for calculating arbitrary order cumulants of multidimensional data. Since the $d^\text{th}$ order cumulant can be presented in the form of an $d$-dimensional tensor, the algorithm is presented using tenso
Externí odkaz:
http://arxiv.org/abs/1701.05420
Akademický článek
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Akademický článek
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Autor:
Noronha, Alberto, Danielsdóttir, Anna Dröfn, Jóhannsson, Freyr, Jónsdóttir, Soffia, Jarlsson, Sindri, Gunnarsson, Jón Pétur, Brynjólfsson, Sigurður, Gawron, Piotr, Schneider, Reinhard, Thiele, Ines, Fleming, Ronan M. T.
A genome-scale reconstruction of human metabolism, Recon 2, is available but no interface exists to interactively visualise its content integrated with omics data and simulation results. We manually drew a comprehensive map, ReconMap 2.0, that is con
Externí odkaz:
http://arxiv.org/abs/1606.00042
Autor:
Eble, Alex, Frost, Chris, Camara, Alpha, Bouy, Baboucarr, Bah, Momodou, Sivaraman, Maitri, Hsieh, Pei-Tseng Jenny, Jayanty, Chitra, Brady, Tony, Gawron, Piotr, Vansteelandt, Stijn, Boone, Peter, Elbourne, Diana
Publikováno v:
In Journal of Development Economics January 2021 148