User profiles for Adriano Koshiyama

Adriano Soares Koshiyama

CEO 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-…

[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 …

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’…

[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 …

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 …

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, …

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. …

[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 …

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 …

[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. …