Zobrazeno 1 - 10
of 512
pro vyhledávání: '"Kennedy, Seán"'
We consider the design of a positioning system where a robot determines its position from local observations. This is a well-studied problem of considerable practical importance and mathematical interest. The dominant paradigm derives from the classi
Externí odkaz:
http://arxiv.org/abs/2404.09981
Autor:
Constantinides, Marios, Tahaei, Mohammad, Quercia, Daniele, Stumpf, Simone, Madaio, Michael, Kennedy, Sean, Wilcox, Lauren, Vitak, Jessica, Cramer, Henriette, Bogucka, Edyta, Baeza-Yates, Ricardo, Luger, Ewa, Holbrook, Jess, Muller, Michael, Blumenfeld, Ilana Golbin, Pistilli, Giada
With the upcoming AI regulations (e.g., EU AI Act) and rapid advancements in generative AI, new challenges emerge in the area of Human-Centered Responsible Artificial Intelligence (HCR-AI). As AI becomes more ubiquitous, questions around decision-mak
Externí odkaz:
http://arxiv.org/abs/2403.00148
We introduce a metric for evaluating the robustness of a classifier, with particular attention to adversarial perturbations, in terms of expected functionality with respect to possible adversarial perturbations. A classifier is assumed to be non-func
Externí odkaz:
http://arxiv.org/abs/2309.09928
Estimation of the number of sources in a linear mixture is a critical preprocessing step in the separation and analysis of the sources for many applications. Historically, statistical methods, such as the minimum description length and Akaike informa
Externí odkaz:
http://arxiv.org/abs/2308.02940
Including human analysis has the potential to positively affect the robustness of Deep Neural Networks and is relatively unexplored in the Adversarial Machine Learning literature. Neural network visual explanation maps have been shown to be prone to
Externí odkaz:
http://arxiv.org/abs/2306.05952
Autor:
Tahaei, Mohammad, Constantinides, Marios, Quercia, Daniele, Kennedy, Sean, Muller, Michael, Stumpf, Simone, Liao, Q. Vera, Baeza-Yates, Ricardo, Aroyo, Lora, Holbrook, Jess, Luger, Ewa, Madaio, Michael, Blumenfeld, Ilana Golbin, De-Arteaga, Maria, Vitak, Jessica, Olteanu, Alexandra
In recent years, the CHI community has seen significant growth in research on Human-Centered Responsible Artificial Intelligence. While different research communities may use different terminology to discuss similar topics, all of this work is ultima
Externí odkaz:
http://arxiv.org/abs/2302.08157
Autor:
Wong, Germaine, Hawley, Carmel, Tong, Allison, Walker, Amanda, Bernier-Jean, Amelie, van Zwieten, Anita, Francis, Anna, Teixeira-Pinto, Armando, Mallard, Alistair, Guha, Chandana, Kiriwandeniya, Charani, Johnson, David, Hahn, Deirdre, Reidlinger, Donna, Pascoe, Elaine, Ryan, Elizabeth, Mackie, Fiona, McCarthy, Hugh J., Craig, Jonathan, Varghese, Julie, Howard, Kirsten, Vergara, Liza, Macauley, Luke, Howell, Martin, Irving, Michelle, Larkins, Nicholas, Caldwell, Patrina, Khalid, Rabia, Woodleigh, Reg, Kennedy, Sean, Jesudason, Shilpanjali, Carter, Simon, Alexander, Stephen, McTaggart, Steve, Mallitt, Kylie-Ann, Kim, Siah, Aquino, Martha, Johnson, David W., Ryan, Elizabeth G., McCarthy, Hugh, Woodleigh, Reginald, McTaggart, Steven, Craig, Jonathan C., Hawley, Carmel M., Jaure, Allison
Publikováno v:
In Kidney International Reports November 2024 9(11):3177-3189
Publikováno v:
In Library and Information Science Research July 2024 46(3)
Autor:
Myers, Natalie L., Kennedy, Sean M., Arnold, Amanda J., Gehring, Zachary A., Kruseman, Kaylin J., Conway, John E., Paine, Russ M., Bailey, Lane B., Garrison, J Craig
Publikováno v:
In JSES International July 2024 8(4):724-733