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Machine Learning eJournal

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Viewing: 1 - 50 of 569 papers

1.

Advances in Financial Machine Learning (Chapter 1)

Advances in Financial Machine Learning, Wiley, 1st Edition (2018); ISBN: 978-1-119-48208-6
Number of pages: 61 Posted: 19 Jan 2018
Accepted Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 8,410
2.

A Backtesting Protocol in the Era of Machine Learning

Number of pages: 18 Posted: 13 Nov 2018 Last Revised: 24 Nov 2018
Working Paper Series
Research Affiliates, LLC, Duke University - Fuqua School of Business and University of California at San Diego
Downloads 4,384
3.

The 7 Reasons Most Econometric Investments Fail

Number of pages: 39 Posted: 23 Apr 2019
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 3,197
4.

Exploring Signals for Investing in an Initial Coin Offering (ICO)

Number of pages: 14 Posted: 19 Sep 2017
Working Paper Series
Technische Universität Berlin (TU Berlin) - Computer Science, Students
Downloads 2,611
5.

Machine Learning Risk Models

Journal of Risk & Control 6(1) (2019) 37-64
Number of pages: 26 Posted: 08 Jan 2019 Last Revised: 10 Apr 2019
Accepted Paper Series
Quantigic Solutions LLC and Duke-NUS Medical School - Centre for Computational Biology
Downloads 2,522
6.

Ten Financial Applications of Machine Learning (Presentation Slides)

Number of pages: 20 Posted: 18 Jun 2018 Last Revised: 08 Apr 2019
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 2,506
7.

A Right to Reasonable Inferences: Re-Thinking Data Protection Law in the Age of Big Data and AI

Columbia Business Law Review, 2019(1)
Number of pages: 130 Posted: 05 Oct 2018 Last Revised: 16 May 2019
Accepted Paper Series
University of Oxford - Oxford Internet Institute and University of Oxford - Oxford Internet Institute
Downloads 2,447
8.

A Survey of Artificial General Intelligence Projects for Ethics, Risk, and Policy

Global Catastrophic Risk Institute Working Paper 17-1
Number of pages: 99 Posted: 16 Nov 2017
Working Paper Series
Global Catastrophic Risk Institute
Downloads 2,188
9.

Fairness and Abstraction in Sociotechnical Systems

ACM Conference on Fairness, Accountability, and Transparency (FAT*), Vol. 1, No. 1, Forthcoming
Number of pages: 17 Posted: 07 Nov 2018 Last Revised: 05 Dec 2018
Accepted Paper Series
Data & Society Research Institute, Data & Society Research Institute, Haverford College, University of Utah and Princeton University
Downloads 1,859
10.

Artificial Intelligence: Robots, Avatars and the Demise of the Human Mediator

Ohio State Journal on Dispute Resolution, Vol. 25, No. 1, 2010
Number of pages: 60 Posted: 26 Aug 2009 Last Revised: 22 Jun 2014
Accepted Paper Series
Mitchell | Hamline School of Law
Downloads 1,852
11.

Stock Market Visualization

Journal of Risk & Control 5(1) (2018) 35-140
Number of pages: 103 Posted: 03 Jan 2018 Last Revised: 09 Apr 2018
Accepted Paper Series
Quantigic Solutions LLC and Duke-NUS Medical School - Centre for Computational Biology
Downloads 1,818
12.

Advances in Financial Machine Learning: Lecture 1/10

Number of pages: 38 Posted: 21 Oct 2018
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 1,592
13.

Situating Methods in the Magic of Big Data and Artificial Intelligence

Communication Monographs, Forthcoming
Number of pages: 30 Posted: 21 Sep 2017
Accepted Paper Series
Data & Society Research Institute and Data & Society Research Institute
Downloads 1,387
14.

Advances in Financial Machine Learning: Lecture 2/10

Number of pages: 31 Posted: 30 Sep 2018
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 1,282
15.

Advances in Financial Machine Learning: Lecture 9/10

Number of pages: 44 Posted: 29 Oct 2018
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 1,277
16.

Machine Learning for Volatility Trading (Presentation Slides)

Number of pages: 34 Posted: 14 Jun 2018
Working Paper Series
Quantica Capital AG
Downloads 1,255
17.

AI and Machine Learning for Risk Management

Published as: Aziz, S. and M. Dowling (2019). “Machine Learning and AI for Risk Management”, in T. Lynn, G. Mooney, P. Rosati, and M. Cummins (eds.), Disrupting Finance: FinTech and Strategy in the 21st Century, Palgrave, pp 33-50.,
Number of pages: 18 Posted: 02 Jul 2018 Last Revised: 10 Feb 2019
Accepted Paper Series
ESC Rennes School of Business and ESC Rennes School of Business
Downloads 1,079
18.

Advances in Financial Machine Learning: Lecture 7/10

Number of pages: 39 Posted: 15 Oct 2018
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 1,043
19.

Artificial Intelligence in Human Resources Management: Challenges and a Path Forward

Number of pages: 34 Posted: 01 Nov 2018 Last Revised: 15 Apr 2019
Working Paper Series
University of Pennsylvania Wharton School - Center for Human Resources, Wharton School, U. Pennsylvania and ESSEC Business School
Downloads 1,000
20.

Humans Forget, Machines Remember: Artificial Intelligence and the Right to Be Forgotten

Computer Security & Law Review (Forthcoming)
Number of pages: 19 Posted: 15 Aug 2017
Accepted Paper Series
Leiden University, SBA Research and Yale Law School - Information Society Project
Downloads 965
21.

Neural Networks Applied to Chain-Ladder Reserving

Number of pages: 26 Posted: 10 May 2017 Last Revised: 19 Jul 2018
Working Paper Series
RiskLab, ETH Zurich
Downloads 948
22.

CEO Emotions and Underpricing in Initial Coin Offerings

Number of pages: 20 Posted: 07 Jan 2019 Last Revised: 15 Jan 2019
Working Paper Series
University of California, Los Angeles (UCLA)
Downloads 933
23.

Market Microstructure in the Age of Machine Learning

Number of pages: 48 Posted: 11 Jun 2018
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 925
24.

Machine Learning for Stock Selection

Financial Analysts Journal, Forthcoming
Number of pages: 35 Posted: 04 Mar 2019
Accepted Paper Series
Gresham Investment Management, LLC and Arwen Advisors
Downloads 914
25.

LexNLP: Natural Language Processing and Information Extraction For Legal and Regulatory Texts

Number of pages: 7 Posted: 21 Jun 2018
Working Paper Series
Bommarito Consulting, LLC, Illinois Tech - Chicago Kent College of Law and LexPredict, LLC
Downloads 894
26.

AI in Actuarial Science

Number of pages: 53 Posted: 15 Aug 2018 Last Revised: 20 Aug 2018
Working Paper Series
AIG South Africa
Downloads 843
27.

Deep Learning for Global Tactical Asset Allocation

Number of pages: 17 Posted: 11 Nov 2018 Last Revised: 03 Mar 2019
Working Paper Series
Qplum, Qplum and OPTrust
Downloads 791
28.

Advances in Financial Machine Learning: Lecture 8/10

Number of pages: 21 Posted: 21 Oct 2018 Last Revised: 07 Nov 2018
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 737
29.

When Machines Learn to Collude: Lessons from a Recent Research Study on Artificial Intelligence

Number of pages: 8 Posted: 05 Sep 2017 Last Revised: 20 Sep 2017
Working Paper Series
NERA Economic Consulting
Downloads 709
30.

Machine Learning and the Stock Market

Number of pages: 57 Posted: 27 Aug 2018
Working Paper Series
University of Utah - David Eccles School of Business and Stockholm University
Downloads 692
31.

Is Tricking a Robot Hacking?

University of Washington School of Law Research Paper No. 2018-05
Number of pages: 19 Posted: 28 Mar 2018
Working Paper Series
University of Washington - School of Law, University of Washington - Paul G. Allen School of Computer Science & Engineering, University of Washington - Paul G. Allen School of Computer Science & Engineering, University of Washington - Paul G. Allen School of Computer Science & Engineering and University of Washington School of Law
Downloads 675
32.

An Artificial Neural Network Representation of the SABR Stochastic Volatility Model

Number of pages: 24 Posted: 14 Dec 2018
Working Paper Series
NatWest Markets
Downloads 655
33.

Artificial Intelligence Crime: An Interdisciplinary Analysis of Foreseeable Threats and Solutions

Number of pages: 36 Posted: 08 Jun 2018
Working Paper Series
University of Oxford - Oxford Internet Institute, University of Oxford - Oxford Internet Institute, University of Oxford - Oxford Internet Institute and University of Oxford - Oxford Internet Institute
Downloads 641
34.

Privacy As Protection of the Incomputable Self: From Agnostic to Agonistic Machine Learning

Forthcoming in Theoretical Inquiries of Law 2019, 19(1)
Number of pages: 33 Posted: 08 Dec 2017 Last Revised: 01 Oct 2018
Working Paper Series
Vrije Universiteit Brussel
Downloads 610
35.

Hal the Inventor: Big Data and Its Use by Artificial Intelligence

in Big Data Is Not a Monolith, MIT Press (Sugimoto, Cassidy R., et al., eds., 2016)
Number of pages: 38 Posted: 19 Feb 2015 Last Revised: 10 Nov 2016
Accepted Paper Series
University of Surrey School of Law
Downloads 590
37.

2018 A Legal Research Odyssey: Artificial Intelligence as Disruptor

110(1) Law Lib. J. ___ (2018)
Number of pages: 47 Posted: 03 Jun 2017 Last Revised: 22 Nov 2017
Accepted Paper Series
Texas Tech University School of Law
Downloads 551
38.

Insights from Inside Neural Networks

Number of pages: 52 Posted: 19 Aug 2018 Last Revised: 14 Nov 2018
Working Paper Series
ETH Zurich - Mobiliar Lab for Analytics, PartnerRe Ltd - PartnerRe Holdings Europe Limited and RiskLab, ETH Zurich
Downloads 539
39.

Machine Learning: Models And Algorithms

Machine Learning: Models And Algorithms, Quantitative Analytics, 2018
Number of pages: 725 Posted: 07 Jan 2019 Last Revised: 16 May 2019
Accepted Paper Series
Université Paris VI Pierre et Marie Curie
Downloads 507
40.

Happy Birthday Siri! Dialing in Legal Ethics for Artificial Intelligence, Smart Phones, and Real Time Lawyers

Texas A&M University Journal of Property Law, 2018, University of Miami Legal Studies Research Paper No. 18-2
Number of pages: 31 Posted: 08 Jan 2018
Accepted Paper Series
University of Miami - School of Law and University of Miami - School of Law
Downloads 471
41.

Deeply Learning Derivatives

Number of pages: 14 Posted: 09 Oct 2018 Last Revised: 20 Oct 2018
Working Paper Series
Scotiabank and Scotiabank
Downloads 466
42.

Explaining Explanations in AI

Proceedings of FAT* ’19: Conference on Fairness, Accountability, and Transparency (FAT* ’19), January 29–31, 2019, Atlanta, GA, USA. ACM, New York, NY, USA, doi/10.1145/3287560.3287574, ISBN: 978-1-4503-6125-5,
Number of pages: 10 Posted: 27 Nov 2018
Accepted Paper Series
University of Oxford - Oxford Internet Institute, University of Surrey and University of Oxford - Oxford Internet Institute
Downloads 451
43.

Towards Dynamic Transparency: The AppTrans (Transparency for Android Applications) Project

Number of pages: 51 Posted: 16 Jul 2018
Working Paper Series
University of Toronto - Faculty of Law, University of Toronto, University of Toronto, University of Toronto, University of Toronto and University of Toronto
Downloads 448
44.

Algorithms that Remember: Model Inversion Attacks and Data Protection Law

376 Philosophical Transactions of the Royal Society A 20180083, 2018, DOI: 10.1098/rsta.2018.0083
Number of pages: 15 Posted: 06 Aug 2018 Last Revised: 19 Oct 2018
Accepted Paper Series
Alan Turing Institute - Alan Turing Institute, University of Oxford and Newcastle University (UK)
Downloads 447
45.

Technology and Corporate Governance: Blockchain, Crypto, and Artificial Intelligence

Lex Research Topics in Corporate Law & Economics Working Paper No. 2018-7, European Corporate Governance Institute (ECGI) - Law Working Paper No. 424/2018
Number of pages: 32 Posted: 22 Oct 2018 Last Revised: 07 Nov 2018
Working Paper Series
Kyushu University - Graduate School of Law and Tilburg University - Department of Business Law
Downloads 446
46.

AI, Machine Learning & Deep Learning Risk Management & Controls: Beyond Deep Learning and Generative Adversarial Networks: Model Risk Management in AI, Machine Learning & Deep Learning

Paper Accepted for Presentation at the 2018 Armed Forces Communications and Electronics Association (AFCEA) C4I and Cyber Conference, Erie Canal Chapter, New York, June 19 & 20, 2018.
Number of pages: 7 Posted: 16 Jul 2018
Working Paper Series
Global Risk Management Network, LLC
Downloads 431
47.

Proxy Discrimination in the Age of Artificial Intelligence and Big Data

Iowa Law Review, Forthcoming
Number of pages: 62 Posted: 17 Apr 2019
Accepted Paper Series
University of Iowa College of Law and University of Minnesota Law School
Downloads 405
48.

'The System Only Dreams in Total Darkness': The Future of Human Rights Law in the Light of Algorithmic Authority

German Yearbook of International Law 60, Forthcoming.
Number of pages: 15 Posted: 06 Mar 2018
Accepted Paper Series
Freie Universität Berlin
Downloads 385
49.

Machine Learning and the Rule of Law

Computational Analysis of Law, Santa Fe Institute Press, ed. M. Livermore and D. Rockmore, Forthcoming
Number of pages: 12 Posted: 03 Jan 2019 Last Revised: 10 Jan 2019
Accepted Paper Series
Directeur de Recherche, Centre National de la Recherche Scientifique, Toulouse School of Economics, Institute for Advanced Study in Toulouse, University of Toulouse Capitole, Toulouse, France
Downloads 377
50.

Not-So-Smart Blockchain Contracts and Artificial Responsibility

Stanford Technology Law Review, vol. 21, p.198, 2018, NYU School of Law, Public Law Research Paper No. 18-44
Number of pages: 38 Posted: 14 Jun 2018 Last Revised: 09 Oct 2018
Accepted Paper Series
Brooklyn Law School
Downloads 367