User profiles for Adriano Koshiyama
Adriano Soares KoshiyamaCEO at Holistic AI, Research Fellow in Computer Science at UCL Verified email at ucl.ac.uk Cited by 1051 |
Towards algorithm auditing: a survey on managing legal, ethical and technological risks of AI, ML and associated algorithms
A Koshiyama, E Kazim, P Treleaven, P Rai, L Szpruch… - 2021 - papers.ssrn.com
Business reliance on algorithms are becoming ubiquitous, and companies are increasingly
concerned about their algorithms causing major financial or reputational damage. High-…
concerned about their algorithms causing major financial or reputational damage. High-…
[PDF][PDF] A high-level overview of AI ethics
E Kazim, AS Koshiyama - Patterns, 2021 - cell.com
Artificial intelligence (AI) ethics is a field that has emerged as a response to the growing concern
regarding the impact of AI. It can be read as a nascent field and as a subset of the wider …
regarding the impact of AI. It can be read as a nascent field and as a subset of the wider …
Algorithms in future capital markets
A Koshiyama, N Firoozye… - Available at SSRN …, 2020 - papers.ssrn.com
This paper reviews Artificial Intelligence (AI), Machine Learning (ML) and associated
algorithms in future Capital Markets. New AI algorithms are constantly emerging, with each ‘strain’…
algorithms in future Capital Markets. New AI algorithms are constantly emerging, with each ‘strain’…
[HTML][HTML] Innovation and opportunity: review of the UK's national AI strategy
…, N Kingsman, C Kerrigan, A Koshiyama… - Discover Artificial …, 2021 - Springer
The publication of the UK’s National Artificial Intelligence (AI) Strategy represents a step-change
in the national industrial, policy, regulatory, and geo-strategic agenda. Although there is …
in the national industrial, policy, regulatory, and geo-strategic agenda. Although there is …
Algorithms: law and regulation
P Treleaven, J Barnett, A Koshiyama - Computer, 2019 - ieeexplore.ieee.org
The legal status of AI and algorithms continues to be debated. Resume-sifting algorithms
exhibit unethical, discriminatory, and illegal behavior; crime-sentencing algorithms are unable …
exhibit unethical, discriminatory, and illegal behavior; crime-sentencing algorithms are unable …
Generative adversarial networks for financial trading strategies fine-tuning and combination
A Koshiyama, N Firoozye, P Treleaven - Quantitative Finance, 2021 - Taylor & Francis
Systematic trading strategies are algorithmic procedures that allocate assets aiming to optimize
a certain performance criterion. To obtain an edge in a highly competitive environment, …
a certain performance criterion. To obtain an edge in a highly competitive environment, …
Algorithm auditing: Managing the legal, ethical, and technological risks of artificial intelligence, machine learning, and associated algorithms
A Koshiyama, E Kazim, P Treleaven - Computer, 2022 - ieeexplore.ieee.org
… ADRIANO KOSHIYAMA is a research fellow in computer science at … Koshiyama
received a Ph.D. in computer science from UCL. … Contact him at adriano.koshiyama.15@ucl.ac.uk. …
received a Ph.D. in computer science from UCL. … Contact him at adriano.koshiyama.15@ucl.ac.uk. …
[HTML][HTML] Systematizing audit in algorithmic recruitment
E Kazim, AS Koshiyama, A Hilliard, R Polle - Journal of Intelligence, 2021 - mdpi.com
Business psychologists study and assess relevant individual differences, such as intelligence
and personality, in the context of work. Such studies have informed the development of …
and personality, in the context of work. Such studies have informed the development of …
DetectA: abrupt concept drift detection in non-stationary environments
T Escovedo, A Koshiyama, AA da Cruz… - Applied Soft Computing, 2018 - Elsevier
Almost all drift detection mechanisms designed for classification problems work reactively:
after receiving the complete data set (input patterns and class labels) they apply a sequence …
after receiving the complete data set (input patterns and class labels) they apply a sequence …
[HTML][HTML] AI auditing and impact assessment: according to the UK information commissioner's office
E Kazim, DMT Denny, A Koshiyama - AI and Ethics, 2021 - Springer
As the use of data and artificial intelligence systems becomes crucial to core services and
business, it increasingly demands a multi-stakeholder and complex governance approach. …
business, it increasingly demands a multi-stakeholder and complex governance approach. …