Adriano Koshiyama

Department of Computer Science, University College London

PhD Student

Gower Street

London, London WC1E 6BT

United Kingdom

SCHOLARLY PAPERS

28

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7,779

SSRN CITATIONS
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Top 27,849

in Total Papers Citations

20

CROSSREF CITATIONS

12

Scholarly Papers (28)

1.

Towards Algorithm Auditing: A Survey on Managing Legal, Ethical and Technological Risks of AI, ML and Associated Algorithms

Number of pages: 31 Posted: 15 Feb 2021
Department of Computer Science, University College London, University College London, University College London, Cisco Systems, University of Edinburgh - School of Mathematics, Unilever - Unilever PLC London, Centre for Data Ethics and Innovation, University College London, University of Alberta, Royal Institution of Chartered Surveyors, Ainstein AI, Technical University Munich, University College London, University College of London, University College London, University of London - Department of Psychology, University of Warwick, London Stock Exchange, ValidateAI and University College London
Downloads 2,287 (8,793)
Citation 18

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Robustness, Explainability, Privacy, Bias, Fairness, Transparency, Accountability, Governance, Compliance

2.

Algorithms in Future Capital Markets

Number of pages: 23 Posted: 11 Mar 2020 Last Revised: 13 May 2020
Adriano Koshiyama, Nick Firoozye and Philip Treleaven
Department of Computer Science, University College London, UCL - Computer Science and University College London
Downloads 1,930 (11,647)
Citation 3

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Finance, Artificial Intelligence, Machine Learning, Algorithms, Review

3.

A High-Level Overview of AI Ethics

Number of pages: 18 Posted: 18 Jun 2020
Emre Kazim and Adriano Koshiyama
University College London and Department of Computer Science, University College London
Downloads 651 (56,147)
Citation 13

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Artificial Intelligence, Governance, Ethics, Philosophy, Regulation

4.

A Review of the ICO’s Draft Guidance on the AI Auditing Framework

Number of pages: 15 Posted: 25 Jun 2020
Emre Kazim and Adriano Koshiyama
University College London and Department of Computer Science, University College London
Downloads 273 (153,467)
Citation 2

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5.

EU Proposed AI Legal Framework

Number of pages: 9 Posted: 18 May 2021
Emre Kazim, Charles Kerrigan and Adriano Koshiyama
University College London, CMS London and Department of Computer Science, University College London
Downloads 241 (173,607)
Citation 2

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Regulation, Compliance, Artificial Intelligence, Accountability, Governance, Fairness, Transparency, European Union

6.

Algorithms in future insurance markets

International Journal of Data Science and Big Data Analytics, Vol. 1, No. 1, February 2021, pp. 1-19.
Number of pages: 19 Posted: 15 Mar 2021
Małgorzata Śmietanka, Adriano Koshiyama and Philip Treleaven
University College London - Department of Computer Science, Department of Computer Science, University College London and University College London
Downloads 224 (186,868)

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Insurance, AI, Machine Learning, Algorithms review

7.

AI Assurance Processes

Number of pages: 9 Posted: 20 Oct 2020
Emre Kazim and Adriano Koshiyama
University College London and Department of Computer Science, University College London
Downloads 221 (189,291)
Citation 1

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Artificial Intelligence, AI Ethics, Assurance, Audit, Impact Assessment, Certification, Red Teaming, Insurance, Regulation, Standards

8.

Towards AI Standards: Thought-Leadership in Ai Legal, Ethical and Safety Specifications Through Experimentation

Number of pages: 28 Posted: 05 Oct 2021 Last Revised: 11 Nov 2021
University College London, University College London, University College London, Department of Computer Science, University College London, University College London, Royal Institution of Chartered Surveyors, Rolls-Royce plc., University College London, University College London, University College London, Big Innovation Centre, Centre for Data Ethics and Innovation, Unilever - Unilever PLC London, Unilever, University of Edinburgh - School of Mathematics, London Stock Exchange, University College London, University of Southampton, University College of London, Cisco Systems, University College London and University of Alberta
Downloads 207 (200,410)

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Artificial Intelligence, Ethics, Risk-Management, Robustness, Privacy, Fairness, Explainability, Auditability, Risk, Assessment

9.

Explaining Decisions Made With AI: A Review of the Co-Badged Guidance by the ICO and the Turing Institute

Number of pages: 14 Posted: 26 Aug 2020
Emre Kazim and Adriano Koshiyama
University College London and Department of Computer Science, University College London
Downloads 207 (200,410)
Citation 1

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Explainability, Transparency, Accountability, Trustworthy, AI, Ethics, Data Ethics, Data Protection, Audit, Impact Assessment, AI Ethics, Artificial Intelligence

10.

Lack of Vision: A Comment on the EU’s White Paper on Artificial Intelligence

Number of pages: 8 Posted: 15 Apr 2020
Emre Kazim and Adriano Koshiyama
University College London and Department of Computer Science, University College London
Downloads 171 (237,134)
Citation 3

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AI, EU, Europe, European Commission, Legislation, Ethics, Artificial Intelligence, Innovation, Audit, Compliance

Optimal Dynamic Strategies on Gaussian Returns

Number of pages: 32 Posted: 02 Jun 2019
Nick Firoozye and Adriano Koshiyama
UCL - Computer Science and Department of Computer Science, University College London
Downloads 146 (272,432)

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Algorithmic Trading, Dynamic Strategies, Over-Fitting, Quantitative Finance, Signal Processing

Optimal Dynamic Strategies on Gaussian Returns

Journal of Investment Strategies, Vol. 9, No. 1, 2020
Number of pages: 32 Posted: 19 Jan 2021
Nick Firoozye and Adriano Koshiyama
UCL - Computer Science and Department of Computer Science, University College London
Downloads 1 (897,606)
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algorithmic trading, dynamic strategies, overfitting, quantitative finance, signal processing

12.

Human Centric AI: A Comment on the IEEE’s Ethically Aligned Design

Number of pages: 32 Posted: 07 May 2020
Emre Kazim and Adriano Koshiyama
University College London and Department of Computer Science, University College London
Downloads 132 (291,893)
Citation 1

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IEEE, ethics, AI, Artificial Intelligence, Automation, Policy, Law, Affective Computing

13.

The Interrelation Between Data and AI Ethics in the Context of Impact Assessments

Number of pages: 6 Posted: 09 Jul 2020
Emre Kazim and Adriano Koshiyama
University College London and Department of Computer Science, University College London
Downloads 123 (307,676)
Citation 3

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AI, Ethics, Data Ethics, Data Protection, Audit, Impact Assessment, AI Ethics, Artificial Intelligence

14.

Proposed EU AI Act - Presidency Compromise Text - Select Overview and Comment on the Changes to the Proposed Regulation

Number of pages: 10 Posted: 06 Apr 2022
University College London, Bo?aziçi University, Faculty of Law, University College London, CMS London, University College London, Department of Computer Science, University College London, Holistic AI and Holistic AI
Downloads 121 (315,252)

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Regulation, Compliance, Standards, Legislation, Artificial Intelligence, Accountability, Governance, Fairness, Transparency

15.

No AI Regulator: An Analysis of Artificial Intelligence and Public Standards Report (UK Government)

Number of pages: 4 Posted: 24 Mar 2020
Emre Kazim and Adriano Koshiyama
University College London and Department of Computer Science, University College London
Downloads 119 (315,252)
Citation 2

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Policy, AI, Regulation, Data, Law

16.

Innovation and Opportunity: Review of the UK’s National AI Strategy

Number of pages: 16 Posted: 01 Dec 2021
University College London, University College London, Holistic AI, CMS London, Department of Computer Science, University College London, University College London and Holistic AI
Downloads 110 (333,127)

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Artificial Intelligence, Strategy, Innovation, Regulation, Compliance, Defence, Data, Data Protection, Accountability, Governance

17.

A Derivatives Trading Recommendation System: the Mid-Curve Calendar Spread Case

Number of pages: 43 Posted: 11 Nov 2018
Adriano Koshiyama, Nick Firoozye and Philip Treleaven
Department of Computer Science, University College London, UCL - Computer Science and University College London
Downloads 110 (333,127)

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Trading Recommendation System; Machine Learning; Derivatives, Swaptions

18.

Automation and Fairness: Assessing the Automation of Fairness in Cases of Reasonable Pluralism and Considering the Blackbox of Human Judgment

Number of pages: 12 Posted: 16 Nov 2020
Emre Kazim, Jeremy Barnett and Adriano Koshiyama
University College London, University College London and Department of Computer Science, University College London
Downloads 98 (359,509)
Citation 2

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Automation, Bias, Fairness, AI Ethics, Judicial Reasoning, Public Reasoning

19.

Public Sector AI Transparency Standard

Number of pages: 13 Posted: 22 Dec 2021
Holistic AI, University College London, University College London (UCL), Holistic AI, Department of Computer Science, University College London, University College London, Unilever - Unilever PLC London and Holistic AI
Downloads 85 (392,628)

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Artificial Intelligence, Strategy, Innovation, Regulation, Compliance, Defense, Data, Data Protection, Accountability, Governance

20.

Impact Assessment Needed: An Analysis of Data Analytics and Algorithms in Policing (RUSI Report)

Number of pages: 6 Posted: 30 Mar 2020
Emre Kazim and Adriano Koshiyama
University College London and Department of Computer Science, University College London
Downloads 70 (438,006)
Citation 2

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Policy, AI, Algorithms, Data Analytics, Governance, Transparency, Explainability, Accountability, Policing, Ethics

21.

Comments on CMA Report on How Algorithms May Reduce Competition and Harm Customers

Number of pages: 5 Posted: 18 Feb 2021
Emre Kazim, Jeremy Barnett and Adriano Koshiyama
University College London, University College London and Department of Computer Science, University College London
Downloads 69 (441,387)

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Competition Law, AI Audit, AI Assurance, Compliance, Bias, Robustness, Explainability

22.

Review of the CDEI’s Extended Roadmap to an Effective AI Assurance Ecosystem

Number of pages: 24 Posted: 27 Apr 2022
Holistic AI, Holistic AI, University College London, Holistic AI, Holistic AI and Department of Computer Science, University College London
Downloads 66 (451,619)

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artificial intelligence, roadmap, regulation, standards, compliance, ethics, governance

23.

AI and Policing: Impact Assessment and Empirical Evidence Needed

Number of pages: 15 Posted: 03 Feb 2021
Emre Kazim, Adriano Koshiyama, Danielle Denny and Danielle Denny
University College London, Department of Computer Science, University College London and National University of Singapore (NUS) - Asia-Pacific Centre for Environmental Law (APCEL)University of São Paulo (USP) - Escola Superior de Agricultura “Luiz de Queiroz” (ESALQ)
Downloads 46 (531,722)

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Digital ethics, Data ethics, AI, RUSI, algorithmic bias

24.

Data Ethics Principles: A Comment on the House of Lords Report ‘Regulating in a Digital World’

Number of pages: 6 Posted: 18 May 2020
Emre Kazim and Adriano Koshiyama
University College London and Department of Computer Science, University College London
Downloads 23 (670,699)

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House of Lords, Government, Governance, Policy, Regulation, RegTech, Law, Ethics, Artificial Intelligence

25.

Anticorruption Techs to Face a Global Economy - Federated Learning, Open Data Catalogues, and 'Blockchain'

Data Analytics for Anticorruption in Public Administration, 2021
Number of pages: 16 Posted: 02 Feb 2022
National University of Singapore (NUS) - Asia-Pacific Centre for Environmental Law (APCEL)University of São Paulo (USP) - Escola Superior de Agricultura “Luiz de Queiroz” (ESALQ), University College London, Department of Computer Science, University College London, University College London and University College London
Downloads 18 (700,822)

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Governance, Anticorruption, Privacy-preserving data access, Open data catalogue, Blockchain

26.

Catalogo De Datos Covid-19 Transparencia, Innovación Y Compromisso Social (Cataloging COVID-19 Data: Transparency, Innovation and Public Good)

Direitos Fundamentais & Justiça 2020 ISSN Impresso 1982-1921 ISSN Digital 2527-0001
Number of pages: 29 Posted: 25 Dec 2020
Danielle Denny, Danielle Denny, Emre Kazim and Adriano Koshiyama
National University of Singapore (NUS) - Asia-Pacific Centre for Environmental Law (APCEL)University of São Paulo (USP) - Escola Superior de Agricultura “Luiz de Queiroz” (ESALQ), University College London and Department of Computer Science, University College London
Downloads 16 (716,440)
Citation 1

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covid-19, abertura de datos, catalogo de datos, privacidad, protección de datos, inteligencia artificial

27.

Regulating the Robots: NYC Mandates Bias Audits for Ai-Driven Employment Decisions

Number of pages: 14 Posted: 27 Apr 2022
Institute of Management Studies, Goldsmiths University of London, University College London, Department of Computer Science, University College London, Holistic AI, Holistic AI, Holistic AI and University College London
Downloads 14 (732,969)

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Bias, bias mitigation, transparency, artificial intelligence, algorithm, recruitment, psychometrics

28.

Avoiding Backtesting Overfitting by Covariance-Penalties: An Empirical Investigation of the Ordinary and Total Least Squares Cases

The Journal of Financial Data Science Fall 2019, 1 (4) 63-83; DOI: https://doi.org/10.3905/jfds.2019.1.013
Posted: 02 Jun 2019
Adriano Koshiyama and Nick Firoozye
Department of Computer Science, University College London and UCL - Computer Science

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Algorithmic Trading, Overfitting, Covariance-Penalty, Total Least Squares, Ordinary Least Squares, Quantitative Finance