Search Results - Beutel, Daniel J.

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  1. 1
    End-to-End Speech Recognition from Federated Acoustic Models

    End-to-End Speech Recognition from Federated Acoustic Models by Gao, Yan, Parcollet, Titouan, Zaiem, Salah, Fernandez-Marques, Javier, de Gusmao, Pedro P. B., Beutel, Daniel J., Lane, Nicholas D.

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  2. 2
    Keynote Speech 4 Federated Learning for IoT

    Keynote Speech 4 Federated Learning for IoT by Beutel, Daniel J.

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  3. 3
    Gradient-less Federated Gradient Boosting Trees with Learnable Learning Rates

    Gradient-less Federated Gradient Boosting Trees with Learnable Learning Rates by Ma, Chenyang, Qiu, Xinchi, Beutel, Daniel J, Lane, Nicholas D

    Published in arXiv.org
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  4. 4
    Secure Aggregation for Federated Learning in Flower

    Secure Aggregation for Federated Learning in Flower by Li, Kwing Hei, Pedro Porto Buarque de Gusmão, Beutel, Daniel J, Lane, Nicholas D

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  5. 5
    Supercharging Federated Learning with Flower and NVIDIA FLARE

    Supercharging Federated Learning with Flower and NVIDIA FLARE by Roth, Holger R, Beutel, Daniel J, Cheng, Yan, Javier Fernandez Marques, Pan, Heng, Chen, Chester, Zhang, Zhihong, Wen, Yuhong, Yang, Sean, Isaac, Yang, Yuan-Ting, Hsieh, Xu, Ziyue, Xu, Daguang, Lane, Nicholas D, Feng, Andrew

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  6. 6
    MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation

    MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation by Karargyris, Alexandros, Umeton, Renato, Sheller, Micah J, Aristizabal, Alejandro, Johnu George, Bala, Srini, Beutel, Daniel J, Bittorf, Victor, Chaudhari, Akshay, Chowdhury, Alexander, Coleman, Cody, Desinghu, Bala, Diamos, Gregory, Dutta, Debo, Feddema, Diane, Fursin, Grigori, Guo, Junyi, Huang, Xinyuan, Kanter, David, Kashyap, Satyananda, Lane, Nicholas, Mallick, Indranil, Mascagni, Pietro, Mehta, Virendra, Natarajan, Vivek, Nikolov, Nikola, Padoy, Nicolas, Pekhimenko, Gennady, Reddi, Vijay Janapa, Reina, G Anthony, Ribalta, Pablo, Rosenthal, Jacob, Singh, Abhishek, Thiagarajan, Jayaraman J, Wuest, Anna, Xenochristou, Maria, Xu, Daguang, Yadav, Poonam, Rosenthal, Michael, Loda, Massimo, Johnson, Jason M, Mattson, Peter

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  7. 7
    A first look into the carbon footprint of federated learning

    A first look into the carbon footprint of federated learning by Qiu, Xinchi, Parcollet, Titouan, Fernandez-Marques, Javier, Pedro Porto Buarque de Gusmao, Gao, Yan, Beutel, Daniel J, Topal, Taner, Mathur, Akhil, Lane, Nicholas D

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  8. 8
    Can Federated Learning Save The Planet?

    Can Federated Learning Save The Planet? by Qiu, Xinchi, Parcollet, Titouan, Beutel, Daniel J, Topal, Taner, Mathur, Akhil, Lane, Nicholas D

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  9. 9
    End-to-End Speech Recognition from Federated Acoustic Models

    End-to-End Speech Recognition from Federated Acoustic Models by Gao, Yan, Parcollet, Titouan, Zaiem, Salah, Fernandez-Marques, Javier, Pedro P B de Gusmao, Beutel, Daniel J, Lane, Nicholas D

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  10. 10
    On-device Federated Learning with Flower

    On-device Federated Learning with Flower by Mathur, Akhil, Beutel, Daniel J, Pedro Porto Buarque de Gusmão, Fernandez-Marques, Javier, Topal, Taner, Qiu, Xinchi, Parcollet, Titouan, Gao, Yan, Lane, Nicholas D

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  11. 11
    Flower: A Friendly Federated Learning Research Framework

    Flower: A Friendly Federated Learning Research Framework by Beutel, Daniel J, Topal, Taner, Mathur, Akhil, Qiu, Xinchi, Fernandez-Marques, Javier, Gao, Yan, Sani, Lorenzo, Li, Kwing Hei, Parcollet, Titouan, Pedro Porto Buarque de Gusmão, Lane, Nicholas D

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  12. 12
    Loneliness Before and During the COVID-19 Pandemic: A Systematic Review With Meta-Analysis

    Loneliness Before and During the COVID-19 Pandemic: A Systematic Review With Meta-Analysis by Ernst, Mareike, Niederer, Daniel, Werner, Antonia M., Czaja, Sara J., Mikton, Christopher, Ong, Anthony D., Rosen, Tony, Brähler, Elmar, Beutel, Manfred E.

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  13. 13
    Medical appointments and provision of medical care during the COVID-19 pandemic in Mainz, Germany

    Medical appointments and provision of medical care during the COVID-19 pandemic in Mainz, Germany by Schepers, Markus, Schmidtmann, Irene, Zahn, Daniela, Wild, Philipp, Beutel, Manfred, Schuster, Alexander K, Münzel, Thomas, Lackner, Karl J, Geschke, Katharina, Schattenberg, Jörn, Baumkötter, Rieke, Yilmaz, Simge, Wollschläger, Daniel

    Published in PloS one
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  14. 14
    In situ observations of the Swiss periglacial environment using GNSS instruments

    In situ observations of the Swiss periglacial environment using GNSS instruments by Cicoira, Alessandro, Weber, Samuel, Biri, Andreas, Buchli, Ben, Delaloye, Reynald, Da Forno, Reto, Gärtner-Roer, Isabelle, Gruber, Stephan, Gsell, Tonio, Hasler, Andreas, Lim, Roman, Limpach, Philippe, Mayoraz, Raphael, Meyer, Matthias, Noetzli, Jeannette, Phillips, Marcia, Pointner, Eric, Raetzo, Hugo, Scapozza , Cristian, Strozzi, Tazio, Thiele, Lothar, Vieli, Andreas, Vonder Mühll, Daniel, Wirz, Vanessa, Beutel, Jan

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  15. 15
    A decade of detailed observations (2008–2018) in steep bedrock permafrost at the Matterhorn Hörnligrat (Zermatt, CH)

    A decade of detailed observations (2008–2018) in steep bedrock permafrost at the Matterhorn Hörnligrat (Zermatt, CH) by Weber, Samuel, Beutel, Jan, Da Forno, Reto, Geiger, Alain, Gruber, Stephan, Gsell, Tonio, Hasler, Andreas, Keller, Matthias, Lim, Roman, Limpach, Philippe, Meyer, Matthias, Talzi, Igor, Thiele, Lothar, Tschudin, Christian, Vieli, Andreas, Vonder Mühll, Daniel, Yücel, Mustafa

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  16. 16
    Clinical and Viral Factors Associated With Disease Severity and Subsequent Wheezing in Infants With Respiratory Syncytial Virus Infection

    Clinical and Viral Factors Associated With Disease Severity and Subsequent Wheezing in Infants With Respiratory Syncytial Virus Infection by McGinley, Joseph P, Lin, Gu Lung, Öner, Deniz, Golubchik, Tanya, O’Connor, Daniel, Snape, Matthew D, Gruselle, Olivier, Langedijk, Annefleur C, Wildenbeest, Joanne, Openshaw, Peter, Nair, Harish, Aerssens, Jeroen, Bont, Louis, Martinón-Torres, Federico, Drysdale, Simon B, Pollard, Andrew J

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  17. 17
    A Blood-Based Multi Marker Assay Supports the Differential Diagnosis of Early-Stage Pancreatic Cancer

    A Blood-Based Multi Marker Assay Supports the Differential Diagnosis of Early-Stage Pancreatic Cancer by Berger, Andreas W, Schwerdel, Daniel, Reinacher-Schick, Anke, Uhl, Waldemar, Algül, Hana, Friess, Helmut, Janssen, Klaus-Peter, König, Alexander, Ghadimi, Michael, Gallmeier, Eike, Bartsch, Detlef K, Geissler, Michael, Staib, Ludger, Tannapfel, Andrea, Kleger, Alexander, Beutel, Alica, Schulte, Lucas-Alexander, Kornmann, Marko, Ettrich, Thomas J, Seufferlein, Thomas

    Published in Theranostics
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  18. 18
    Current treatment in macrophage activation syndrome worldwide: a systematic literature review to inform the METAPHOR project

    Current treatment in macrophage activation syndrome worldwide: a systematic literature review to inform the METAPHOR project by Baldo, Francesco, Erkens, Remco G A, Mizuta, Mao, Rogani, Greta, Lucioni, Federica, Bracaglia, Claudia, Foell, Dirk, Gattorno, Marco, Jelusic, Marija, Anton, Jordi, Brogan, Paul, Canna, Scott, Chandrakasan, Shanmuganathan, Cron, Randy Q, De Benedetti, Fabrizio, Grom, Alexei, Heshin-Bekenstein, Merav, Horne, AnnaCarin, Khubchandani, Raju, Ozen, Seza, Quartier, Pierre, Ravelli, Angelo, Shimizu, Masaki, Schulert, Grant, Scott, Christiaan, Sinha, Rashmi, Ruperto, Nicolino, Swart, Joost F, Vastert, Sebastiaan, Minoia, Francesca

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  19. 19
    Distinct patterns of within-host virus populations between two subgroups of human respiratory syncytial virus

    Distinct patterns of within-host virus populations between two subgroups of human respiratory syncytial virus by Lin, Gu-Lung, Drysdale, Simon B., Snape, Matthew D., O’Connor, Daniel, Brown, Anthony, MacIntyre-Cockett, George, Mellado-Gomez, Esther, de Cesare, Mariateresa, Bonsall, David, Ansari, M. Azim, Öner, Deniz, Aerssens, Jeroen, Butler, Christopher, Bont, Louis, Openshaw, Peter, Martinón-Torres, Federico, Nair, Harish, Bowden, Rory, Golubchik, Tanya, Pollard, Andrew J.

    Published in Nature communications
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  20. 20
    Simultaneous Viral Whole-Genome Sequencing and Differential Expression Profiling in Respiratory Syncytial Virus Infection of Infants

    Simultaneous Viral Whole-Genome Sequencing and Differential Expression Profiling in Respiratory Syncytial Virus Infection of Infants by Lin, Gu-Lung, Golubchik, Tanya, Drysdale, Simon, O’Connor, Daniel, Jefferies, Kimberley, Brown, Anthony, de Cesare, Mariateresa, Bonsall, David, Ansari, M Azim, Aerssens, Jeroen, Bont, Louis, Openshaw, Peter, Martinón-Torres, Federico, Bowden, Rory, Pollard, Andrew J

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