The Intel® Programmable and Integrated Unified Memory Architecture (PIUMA) Graph Analytics Processor
Aananthakrishnan, Sriram, Abedin, Shamsul, Cave, Vincent, Checconi, Fabio, Du Bois, Kristof, Eyerman, Stijn, Fryman, Joshua B., Heirman, Wim, Howard, Jason, Hur, Ibrahim, Jain, Samkit, Landowski, Marek M., Ma, Kevin, Nelson, Jarrod, Pawlowski, Robert, Petrini, Fabrizio, Szkoda, Sebastian, Tayal, Sanjaya, Tithi, Jesmin Jahan, Vandriessche, Yves
Published in IEEE MICRO (01.09.2023)
Published in IEEE MICRO (01.09.2023)
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Journal Article
Co-Design of a Trustworthy AI System in Healthcare: Deep Learning Based Skin Lesion Classifier
Zicari, Roberto V., Ahmed, Sheraz, Amann, Julia, Braun, Stephan Alexander, Brodersen, John, Bruneault, Frédérick, Brusseau, James, Campano, Erik, Coffee, Megan, Dengel, Andreas, Düdder, Boris, Gallucci, Alessio, Gilbert, Thomas Krendl, Gottfrois, Philippe, Goffi, Emmanuel, Haase, Christoffer Bjerre, Hagendorff, Thilo, Hickman, Eleanore, Hildt, Elisabeth, Holm, Sune, Kringen, Pedro, Kühne, Ulrich, Lucieri, Adriano, Madai, Vince I., Moreno-Sánchez, Pedro A., Medlicott, Oriana, Ozols, Matiss, Schnebel, Eberhard, Spezzatti, Andy, Tithi, Jesmin Jahan, Umbrello, Steven, Vetter, Dennis, Volland, Holger, Westerlund, Magnus, Wurth, Renee
Published in Frontiers in human dynamics (13.07.2021)
Published in Frontiers in human dynamics (13.07.2021)
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Journal Article
On Assessing Trustworthy AI in Healthcare. Machine Learning as a Supportive Tool to Recognize Cardiac Arrest in Emergency Calls
Zicari, Roberto V., Brusseau, James, Blomberg, Stig Nikolaj, Christensen, Helle Collatz, Coffee, Megan, Ganapini, Marianna B., Gerke, Sara, Gilbert, Thomas Krendl, Hickman, Eleanore, Hildt, Elisabeth, Holm, Sune, Kühne, Ulrich, Madai, Vince I., Osika, Walter, Spezzatti, Andy, Schnebel, Eberhard, Tithi, Jesmin Jahan, Vetter, Dennis, Westerlund, Magnus, Wurth, Renee, Amann, Julia, Antun, Vegard, Beretta, Valentina, Bruneault, Frédérick, Campano, Erik, Düdder, Boris, Gallucci, Alessio, Goffi, Emmanuel, Haase, Christoffer Bjerre, Hagendorff, Thilo, Kringen, Pedro, Möslein, Florian, Ottenheimer, Davi, Ozols, Matiss, Palazzani, Laura, Petrin, Martin, Tafur, Karin, Tørresen, Jim, Volland, Holger, Kararigas, Georgios
Published in Frontiers in human dynamics (2021)
Published in Frontiers in human dynamics (2021)
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Journal Article
Z-Inspection®: A Process to Assess Trustworthy AI
Zicari, Roberto V., Brodersen, John, Brusseau, James, Dudder, Boris, Eichhorn, Timo, Ivanov, Todor, Kararigas, Georgios, Kringen, Pedro, McCullough, Melissa, Moslein, Florian, Mushtaq, Naveed, Roig, Gemma, Sturtz, Norman, Tolle, Karsten, Tithi, Jesmin Jahan, van Halem, Irmhild, Westerlund, Magnus
Published in IEEE transactions on technology and society (01.06.2021)
Published in IEEE transactions on technology and society (01.06.2021)
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Journal Article
Dynamic Tensor Linearization and Time Slicing for Efficient Factorization of Infinite Data Streams
Soh, Yongseok, Helal, Ahmed E., Checconi, Fabio, Laukemann, Jan, Tithi, Jesmin Jahan, Ranadive, Teresa, Petrini, Fabrizio, Choi, Jee W.
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
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Conference Proceeding
Characterizing the Scalability of Graph Convolutional Networks on Intel® PIUMA
Adiletta, Matthew Joseph, Tithi, Jesmin Jahan, Farsarakis, Emmanouil-Ioannis, Gerogiannis, Gerasimos, Adolf, Robert, Benke, Robert, Kashyap, Sidharth, Hsia, Samuel, Lakhotia, Kartik, Petrini, Fabrizio, Wei, Gu-Yeon, Brooks, David
Published in 2023 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) (01.04.2023)
Published in 2023 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) (01.04.2023)
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Conference Proceeding
Efficient, Out-of-Memory Sparse MTTKRP on Massively Parallel Architectures
Nguyen, Andy, Helal, Ahmed E, Checconi, Fabio, Laukemann, Jan, Jesmin Jahan Tithi, Soh, Yongseok, Ranadive, Teresa, Petrini, Fabrizio, Choi, Jee W
Published in arXiv.org (27.06.2022)
Published in arXiv.org (27.06.2022)
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Journal Article
ALTO: Adaptive Linearized Storage of Sparse Tensors
Helal, Ahmed E, Laukemann, Jan, Checconi, Fabio, Jesmin Jahan Tithi, Ranadive, Teresa, Petrini, Fabrizio, Choi, Jeewhan
Published in arXiv.org (27.04.2021)
Published in arXiv.org (27.04.2021)
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Journal Article
How to Assess Trustworthy AI in Practice
Zicari, Roberto V, Amann, Julia, Bruneault, Frédérick, Coffee, Megan, Düdder, Boris, Hickman, Eleanore, Gallucci, Alessio, Thomas Krendl Gilbert, Hagendorff, Thilo, Irmhild van Halem, Hildt, Elisabeth, Holm, Sune, Kararigas, Georgios, Kringen, Pedro, Madai, Vince I, Mathez, Emilie Wiinblad, Jesmin Jahan Tithi, Vetter, Dennis, Westerlund, Magnus, Wurth, Renee
Published in arXiv.org (28.06.2022)
Published in arXiv.org (28.06.2022)
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Journal Article
Lessons Learned from Assessing Trustworthy AI in Practice
Vetter, Dennis, Amann, Julia, Bruneault, Frédérick, Coffee, Megan, Düdder, Boris, Gallucci, Alessio, Gilbert, Thomas Krendl, Hagendorff, Thilo, van Halem, Irmhild, Hickman, Eleanore, Hildt, Elisabeth, Holm, Sune, Kararigas, Georgios, Kringen, Pedro, Madai, Vince I., Wiinblad Mathez, Emilie, Tithi, Jesmin Jahan, Westerlund, Magnus, Wurth, Renee, Zicari, Roberto V.
Published in Digital Society (01.12.2023)
Published in Digital Society (01.12.2023)
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Journal Article
Assessing Trustworthy AI in Times of COVID-19: Deep Learning for Predicting a Multiregional Score Conveying the Degree of Lung Compromise in COVID-19 Patients
Allahabadi, Himanshi, Amann, Julia, Balot, Isabelle, Beretta, Andrea, Binkley, Charles, Bozenhard, Jonas, Bruneault, Frederick, Brusseau, James, Candemir, Sema, Cappellini, Luca Alessandro, Chakraborty, Subrata, Cherciu, Nicoleta, Cociancig, Christina, Coffee, Megan, Ek, Irene, Espinosa-Leal, Leonardo, Farina, Davide, Fieux-Castagnet, Genevieve, Frauenfelder, Thomas, Gallucci, Alessio, Giuliani, Guya, Golda, Adam, van Halem, Irmhild, Hildt, Elisabeth, Holm, Sune, Kararigas, Georgios, Krier, Sebastien A., Kuhne, Ulrich, Lizzi, Francesca, Madai, Vince I., Markus, Aniek F., Masis, Serg, Mathez, Emilie Wiinblad, Mureddu, Francesco, Neri, Emanuele, Osika, Walter, Ozols, Matiss, Panigutti, Cecilia, Parent, Brendan, Pratesi, Francesca, Moreno-Sanchez, Pedro A., Sartor, Giovanni, Savardi, Mattia, Signoroni, Alberto, Sormunen, Hanna-Maria, Spezzatti, Andy, Srivastava, Adarsh, Stephansen, Annette F., Theng, Lau Bee, Tithi, Jesmin Jahan, Tuominen, Jarno, Umbrello, Steven, Vaccher, Filippo, Vetter, Dennis, Westerlund, Magnus, Wurth, Renee, Zicari, Roberto V.
Published in IEEE transactions on technology and society (01.12.2022)
Published in IEEE transactions on technology and society (01.12.2022)
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