Zobrazeno 1 - 10
of 261
pro vyhledávání: '"Campbell, Roy H."'
Autor:
Makarious, Mary B., Leonard, Hampton L., Vitale, Dan, Iwaki, Hirotaka, Saffo, David, Sargent, Lana, Dadu, Anant, Castaño, Eduardo Salmerón, Carter, John F., Maleknia, Melina, Botia, Juan A., Blauwendraat, Cornelis, Campbell, Roy H., Hashemi, Sayed Hadi, Singleton, Andrew B., Nalls, Mike A., Faghri, Faraz
GenoML is a Python package automating machine learning workflows for genomics (genetics and multi-omics) with an open science philosophy. Genomics data require significant domain expertise to clean, pre-process, harmonize and perform quality control
Externí odkaz:
http://arxiv.org/abs/2103.03221
Autor:
Kaiser, Lukasz, Babaeizadeh, Mohammad, Milos, Piotr, Osinski, Blazej, Campbell, Roy H, Czechowski, Konrad, Erhan, Dumitru, Finn, Chelsea, Kozakowski, Piotr, Levine, Sergey, Mohiuddin, Afroz, Sepassi, Ryan, Tucker, George, Michalewski, Henryk
Model-free reinforcement learning (RL) can be used to learn effective policies for complex tasks, such as Atari games, even from image observations. However, this typically requires very large amounts of interaction -- substantially more, in fact, th
Externí odkaz:
http://arxiv.org/abs/1903.00374
Autor:
Dadu, Anant, Satone, Vipul K., Kaur, Rachneet, Koretsky, Mathew J., Iwaki, Hirotaka, Qi, Yue A., Ramos, Daniel M., Avants, Brian, Hesterman, Jacob, Gunn, Roger, Cookson, Mark R., Ward, Michael E., Singleton, Andrew B., Campbell, Roy H., Nalls, Mike A., Faghri, Faraz
Publikováno v:
In Patterns 9 June 2023 4(6)
Autor:
Satone, Vipul, Kaur, Rachneet, Faghri, Faraz, Nalls, Mike A, Singleton, Andrew B, Campbell, Roy H
Alzheimer's disease (AD) is a degenerative brain disease impairing a person's ability to perform day to day activities. The clinical manifestations of Alzheimer's disease are characterized by heterogeneity in age, disease span, progression rate, impa
Externí odkaz:
http://arxiv.org/abs/1812.00546
State-of-the-art deep learning systems rely on iterative distributed training to tackle the increasing complexity of models and input data. The iteration time in these communication-heavy systems depends on the computation time, communication time an
Externí odkaz:
http://arxiv.org/abs/1803.03288
Autor:
Chiò, Adriano, Calvo, Andrea, Moglia, Cristina, Canosa, Antonio, Manera, Umberto, Vasta, Rosario, Palumbo, Francesca, Bombaci, Alessandro, Grassano, Maurizio, Brunetti, Maura, Casale, Federico, Fuda, Giuseppe, Salamone, Paolina, Iazzolino, Barbara, Peotta, Laura, Cugnasco, Paolo, De Marco, Giovanni, Torrieri, Maria Claudia, Gallone, Salvatore, Barberis, Marco, Sbaiz, Luca, Gentile, Salvatore, Mauro, Alessandro, Mazzini, Letizia, De Marchi, Fabiola, Corrado, Lucia, D'Alfonso, Sandra, Bertolotto, Antonio, Imperiale, Daniele, De Mattei, Marco, Amarù, Salvatore, Comi, Cristoforo, Labate, Carmelo, Poglio, Fabio, Ruiz, Luigi, Testa, Lucia, Rota, Eugenia, Ghiglione, Paolo, Launaro, Nicola, Di Sapio, Alessia, Mandrioli, Jessica, Fini, Nicola, Martinelli, Ilaria, Zucchi, Elisabetta, Gianferrari, Giulia, Simonini, Cecilia, Meletti, Stefano, Liguori, Rocco, Vacchiano, Veria, Salvi, Fabrizio, Bartolomei, Ilaria, Michelucci, Roberto, Cortelli, Pietro, Rinaldi, Rita, Borghi, Anna Maria, Zini, Andrea, Sette, Elisabetta, Tugnoli, Valeria, Pugliatti, Maura, Canali, Elena, Codeluppi, Luca, Valzania, Franco, Zinno, Lucia, Pavesi, Giovanni, Medici, Doriana, Pilurzi, Giovanna, Terlizzi, Emilio, Guidetti, Donata, De Pasqua, Silvia, Santangelo, Mario, De Massis, Patrizia, Bracaglia, Martina, Casmiro, Mario, Querzani, Pietro, Morresi, Simonetta, Longoni, Marco, Patuelli, Alberto, Malagù, Susanna, Currò Dossi, Marco, Vidale, Simone, Ferro, Salvatore, Faghri, Faraz, Brunn, Fabian, Dadu, Anant, Nalls, Michael A, Campbell, Roy H, Traynor, Bryan J *
Publikováno v:
In The Lancet Digital Health May 2022 4(5):e359-e369
Predicting the future in real-world settings, particularly from raw sensory observations such as images, is exceptionally challenging. Real-world events can be stochastic and unpredictable, and the high dimensionality and complexity of natural images
Externí odkaz:
http://arxiv.org/abs/1710.11252
We present a mechanism that puts users in the center of control and empowers them to dictate the access to their collections of data. Revisiting the fundamental mechanisms in security for providing protection, our solution uses capabilities, access l
Externí odkaz:
http://arxiv.org/abs/1710.00110
Autor:
Faghri, Faraz, Hashemi, Sayed Hadi, Babaeizadeh, Mohammad, Nalls, Mike A., Sinha, Saurabh, Campbell, Roy H.
In an effort to overcome the data deluge in computational biology and bioinformatics and to facilitate bioinformatics research in the era of big data, we identify some of the most influential algorithms that have been widely used in the bioinformatic
Externí odkaz:
http://arxiv.org/abs/1710.00112
Autor:
Sprabery, Read, Evchenko, Konstantin, Raj, Abhilash, Bobba, Rakesh B., Mohan, Sibin, Campbell, Roy H.
While there exist many isolation mechanisms that are available to cloud service providers, including virtual machines, containers, etc., the problem of side-channel increases in importance as a remaining security vulnerability, particularly in the pr
Externí odkaz:
http://arxiv.org/abs/1708.09538