Zobrazeno 1 - 10
of 11 105
pro vyhledávání: '"Aitken, P A"'
Autor:
Israelsen, Brett, Ahmed, Nisar R., Aitken, Matthew, Frew, Eric W., Lawrence, Dale A., Argrow, Brian M.
How can intelligent machines assess their competencies in completing tasks? This question has come into focus for autonomous systems that algorithmically reason and make decisions under uncertainty. It is argued here that machine self-confidence - a
Externí odkaz:
http://arxiv.org/abs/2407.19631
Autor:
Hernández, Andrés Domínguez, Krishna, Shyam, Perini, Antonella Maia, Katell, Michael, Bennett, SJ, Borda, Ann, Hashem, Youmna, Hadjiloizou, Semeli, Mahomed, Sabeehah, Jayadeva, Smera, Aitken, Mhairi, Leslie, David
Publikováno v:
In Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency (FAccT '24). Association for Computing Machinery, New York, NY, USA, 776-796
Responding to the rapid roll-out and large-scale commercialization of foundation models, large language models, and generative AI, an emerging body of work is shedding light on the myriad impacts these technologies are having across society. Such res
Externí odkaz:
http://arxiv.org/abs/2407.17129
Autor:
Aitken, Colin
In 1974, Gugenheim and May showed that the cohomology $\text{Ext}_A(R,R)$ of a connected augmented algebra over a field $R$ is generated by elements with $s = 1$ under matric Massey products. In particular, this applies to the $E_2$ page of the $H\ma
Externí odkaz:
http://arxiv.org/abs/2402.17921
Autor:
Leslie, David, Rincon, Cami, Briggs, Morgan, Perini, Antonella, Jayadeva, Smera, Borda, Ann, Bennett, SJ, Burr, Christopher, Aitken, Mhairi, Katell, Michael, Fischer, Claudia
AI systems may have transformative and long-term effects on individuals and society. To manage these impacts responsibly and direct the development of AI systems toward optimal public benefit, considerations of AI ethics and governance must be a firs
Externí odkaz:
http://arxiv.org/abs/2403.15403
Autor:
Leslie, David, Rincon, Cami, Briggs, Morgan, Perini, Antonella, Jayadeva, Smera, Borda, Ann, Bennett, SJ, Burr, Christopher, Aitken, Mhairi, Katell, Michael, Fischer, Claudia, Wong, Janis, Garcia, Ismael Kherroubi
The sustainability of AI systems depends on the capacity of project teams to proceed with a continuous sensitivity to their potential real-world impacts and transformative effects. Stakeholder Impact Assessments (SIAs) are governance mechanisms that
Externí odkaz:
http://arxiv.org/abs/2403.15404
Autor:
Leslie, David, Rincon, Cami, Briggs, Morgan, Perini, Antonella, Jayadeva, Smera, Borda, Ann, Bennett, SJ, Burr, Christopher, Aitken, Mhairi, Katell, Michael, Fischer, Claudia, Wong, Janis, Garcia, Ismael Kherroubi
Reaching consensus on a commonly accepted definition of AI Fairness has long been a central challenge in AI ethics and governance. There is a broad spectrum of views across society on what the concept of fairness means and how it should best be put t
Externí odkaz:
http://arxiv.org/abs/2403.14636
Autor:
Leslie, David, Rincon, Cami, Briggs, Morgan, Perini, Antonella, Jayadeva, Smera, Borda, Ann, Bennett, SJ, Burr, Christopher, Aitken, Mhairi, Katell, Michael, Fischer, Claudia, Wong, Janis, Garcia, Ismael Kherroubi
Sustainable AI projects are continuously responsive to the transformative effects as well as short-, medium-, and long-term impacts on individuals and society that the design, development, and deployment of AI technologies may have. Projects, which c
Externí odkaz:
http://arxiv.org/abs/2403.14635
Impressive performance of pre-trained models has garnered public attention and made news headlines in recent years. Almost always, these models are produced by or in collaboration with industry. Using them is critical for competing on natural languag
Externí odkaz:
http://arxiv.org/abs/2312.03912
Autor:
Annie Brandes-Aitken, Rachel Powers, Jamie Wren, Robyn Chu, Kevin A. Shapiro, Mary Steele, Pratik Mukherjee, Elysa J. Marco
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-11 (2024)
Abstract Children with autism and other neurodevelopmental concerns (NDC) frequently exhibit an array of sensory processing dysfunction phenotypes, posing a significant challenge their adaptive development. Additionally, these children often encounte
Externí odkaz:
https://doaj.org/article/71e9fabb750d437ab6e428faef69769c
Autor:
Lydia Sequeira, Pantea Fadaiefard, Jovana Seat, Madison Aitken, John Strauss, Wei Wang, Peter Szatmari, Marco Battaglia
Publikováno v:
Child and Adolescent Psychiatry and Mental Health, Vol 18, Iss 1, Pp 1-11 (2024)
Abstract Background Wearable-generated data yield objective information on physical activity and sleep variables, which, are in turn, related to the phenomenology of depression. There is a dearth of wearable-generated data regarding physical activity
Externí odkaz:
https://doaj.org/article/41b33721452a4135a766b45550f306c5