Zobrazeno 1 - 10
of 69
pro vyhledávání: '"Foltin, Martin"'
Autor:
Pedretti, Giacomo, Moon, John, Bruel, Pedro, Serebryakov, Sergey, Roth, Ron M., Buonanno, Luca, Gajjar, Archit, Ziegler, Tobias, Xu, Cong, Foltin, Martin, Faraboschi, Paolo, Ignowski, Jim, Graves, Catherine E.
Structured, or tabular, data is the most common format in data science. While deep learning models have proven formidable in learning from unstructured data such as images or speech, they are less accurate than simpler approaches when learning from t
Externí odkaz:
http://arxiv.org/abs/2304.01285
Autor:
da Silva, Rafael Ferreira, Badia, Rosa M., Bala, Venkat, Bard, Debbie, Bremer, Peer-Timo, Buckley, Ian, Caino-Lores, Silvina, Chard, Kyle, Goble, Carole, Jha, Shantenu, Katz, Daniel S., Laney, Daniel, Parashar, Manish, Suter, Frederic, Tyler, Nick, Uram, Thomas, Altintas, Ilkay, Andersson, Stefan, Arndt, William, Aznar, Juan, Bader, Jonathan, Balis, Bartosz, Blanton, Chris, Braghetto, Kelly Rosa, Brodutch, Aharon, Brunk, Paul, Casanova, Henri, Lierta, Alba Cervera, Chigu, Justin, Coleman, Taina, Collier, Nick, Colonnelli, Iacopo, Coppens, Frederik, Crusoe, Michael, Cunningham, Will, Kinoshita, Bruno de Paula, Di Tommaso, Paolo, Doutriaux, Charles, Downton, Matthew, Elwasif, Wael, Enders, Bjoern, Erdmann, Chris, Fahringer, Thomas, Figueiredo, Ludmilla, Filgueira, Rosa, Foltin, Martin, Fouilloux, Anne, Gadelha, Luiz, Gallo, Andy, Saez, Artur Garcia, Garijo, Daniel, Gerlach, Roman, Grant, Ryan, Grayson, Samuel, Grubel, Patricia, Gustafsson, Johan, Hayot-Sasson, Valerie, Hernandez, Oscar, Hilbrich, Marcus, Justine, AnnMary, Laflotte, Ian, Lehmann, Fabian, Luckow, Andre, Luettgau, Jakob, Maheshwari, Ketan, Matsuda, Motohiko, Medic, Doriana, Mendygral, Pete, Michalewicz, Marek, Nonaka, Jorji, Pawlik, Maciej, Pottier, Loic, Pouchard, Line, Putz, Mathias, Radha, Santosh Kumar, Ramakrishnan, Lavanya, Ristov, Sashko, Romano, Paul, Rosendo, Daniel, Ruefenacht, Martin, Rycerz, Katarzyna, Saurabh, Nishant, Savchenko, Volodymyr, Schulz, Martin, Simpson, Christine, Sirvent, Raul, Skluzacek, Tyler, Soiland-Reyes, Stian, Souza, Renan, Sukumar, Sreenivas Rangan, Sun, Ziheng, Sussman, Alan, Thain, Douglas, Titov, Mikhail, Tovar, Benjamin, Tripathy, Aalap, Turilli, Matteo, Tuznik, Bartosz, van Dam, Hubertus, Vivas, Aurelio, Ward, Logan, Widener, Patrick, Wilkinson, Sean, Zawalska, Justyna, Zulfiqar, Mahnoor
Scientific workflows have become integral tools in broad scientific computing use cases. Science discovery is increasingly dependent on workflows to orchestrate large and complex scientific experiments that range from execution of a cloud-based data
Externí odkaz:
http://arxiv.org/abs/2304.00019
Autor:
Pedretti, Giacomo, Graves, Catherine E., Li, Can, Serebryakov, Sergey, Sheng, Xia, Foltin, Martin, Mao, Ruibin, Strachan, John Paul
Tree-based machine learning techniques, such as Decision Trees and Random Forests, are top performers in several domains as they do well with limited training datasets and offer improved interpretability compared to Deep Neural Networks (DNN). Howeve
Externí odkaz:
http://arxiv.org/abs/2103.08986
Autor:
Foltin Martin
Publikováno v:
Ethics & Bioethics (in Central Europe), Vol 13, Iss 1-2, Pp 95-104 (2023)
The main aim of the paper is to analyse T. G Masaryk’s ideas about the importance of education in democratic systems. In particular, the study analyses the ideas that Masaryk associates directly or indirectly with the nature of democracy or with th
Externí odkaz:
https://doaj.org/article/26dfaa248e5b4ada8f07eb1767b042f4
Autor:
Ankit, Aayush, Hajj, Izzat El, Chalamalasetti, Sai Rahul, Agarwal, Sapan, Marinella, Matthew, Foltin, Martin, Strachan, John Paul, Milojicic, Dejan, Hwu, Wen-mei, Roy, Kaushik
The wide adoption of deep neural networks has been accompanied by ever-increasing energy and performance demands due to the expensive nature of training them. Numerous special-purpose architectures have been proposed to accelerate training: both digi
Externí odkaz:
http://arxiv.org/abs/1912.11516
Autor:
Li, Can, Graves, Catherine E., Sheng, Xia, Miller, Darrin, Foltin, Martin, Pedretti, Giacomo, Strachan, John Paul
Publikováno v:
Published in Nature Communications, 11, 1638, 2020
A content-addressable-memory compares an input search word against all rows of stored words in an array in a highly parallel manner. While supplying a very powerful functionality for many applications in pattern matching and search, it suffers from l
Externí odkaz:
http://arxiv.org/abs/1907.08177
Autor:
Ankit, Aayush, Hajj, Izzat El, Chalamalasetti, Sai Rahul, Ndu, Geoffrey, Foltin, Martin, Williams, R. Stanley, Faraboschi, Paolo, Hwu, Wen-mei, Strachan, John Paul, Roy, Kaushik, Milojicic, Dejan S
Memristor crossbars are circuits capable of performing analog matrix-vector multiplications, overcoming the fundamental energy efficiency limitations of digital logic. They have been shown to be effective in special-purpose accelerators for a limited
Externí odkaz:
http://arxiv.org/abs/1901.10351
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