Adriano Koshiyama

Department of Computer Science, University College London

PhD Student

Gower Street

London, London WC1E 6BT

United Kingdom

SCHOLARLY PAPERS

20

DOWNLOADS
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Top 13,125

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4,467

SSRN CITATIONS
Rank 35,494

SSRN RANKINGS

Top 35,494

in Total Papers Citations

16

CROSSREF CITATIONS

6

Scholarly Papers (20)

1.

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 1,436 (15,635)
Citation 2

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Finance, Artificial Intelligence, Machine Learning, Algorithms, Review

2.

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 1,417 (15,966)
Citation 1

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

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 390 (91,101)
Citation 5

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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A Review of the ICO’s Draft Guidance on the AI Auditing Framework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 195 (186,298)
Citation 2

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5.

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 138 (249,872)
Citation 2

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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 113 (291,171)

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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
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algorithmic trading, dynamic strategies, overfitting, quantitative finance, signal processing

7.

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 111 (293,241)
Citation 1

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

8.

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 102 (310,833)
Citation 2

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

9.

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 99 (316,959)
Citation 1

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

10.

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 94 (327,730)
Citation 2

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Policy, AI, Regulation, Data, Law

11.

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 85 (348,895)

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Trading Recommendation System; Machine Learning; Derivatives, Swaptions

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 78 (367,031)
Citation 1

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

13.

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 61 (418,600)

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

14.

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 52 (450,935)
Citation 2

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

15.

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 31 (551,253)

Abstract:

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Insurance, AI, Machine Learning, Algorithms review

16.

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 26 (575,007)

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

17.

AI and Policing: Impact Assessment and Empirical Evidence Needed

Number of pages: 15 Posted: 03 Feb 2021
Emre Kazim, Adriano Koshiyama and Danielle Denny
University College London, Department of Computer Science, University College London and University of São Paulo (USP) - Escola Superior de Agricultura “Luiz de Queiroz” (ESALQ)
Downloads 18 (627,917)

Abstract:

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

18.

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 11 (678,463)

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

19.

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, Emre Kazim and Adriano Koshiyama
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 10 (685,929)
Citation 1

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

20.

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