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Machine Learning eJournal

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Viewing: 1 - 50 of 1,658 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 10,480
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 6,215
3.

Machine Learning in Asset Management

JFDS: https://jfds.pm-research.com/content/2/1/10
Number of pages: 65 Posted: 18 Jul 2019 Last Revised: 23 Jun 2020
Working Paper Series
The Alan Turing Institute
Downloads 6,051
4.

The 7 Reasons Most Econometric Investments Fail (Presentation Slides)

Number of pages: 39 Posted: 23 Apr 2019 Last Revised: 16 Sep 2019
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 5,779
5.

A Closed-Form Solution for Optimal Mean-Reverting Trading Strategies

Number of pages: 32 Posted: 09 Mar 2020 Last Revised: 24 Mar 2020
Working Paper Series
Hebrew University of Jerusalem and Cornell University - Operations Research & Industrial Engineering
Downloads 5,719
6.

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

Columbia Business Law Review, 2019(2)
Number of pages: 130 Posted: 05 Oct 2018 Last Revised: 25 Jun 2019
Accepted Paper Series
University of Oxford - Oxford Internet Institute and University of Oxford - Oxford Internet Institute
Downloads 5,537
7.

Advances in Financial Machine Learning: Lecture 1/10 (seminar slides)

Number of pages: 57 Posted: 21 Oct 2018 Last Revised: 29 Jun 2020
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 5,228
8.

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 4,844
9.

Ten Financial Applications of Machine Learning (Seminar Slides)

Number of pages: 27 Posted: 18 Jun 2018 Last Revised: 27 Feb 2020
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 4,617
10.

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 4,557
11.

Tactical Investment Algorithms

Number of pages: 11 Posted: 30 Sep 2019 Last Revised: 01 Oct 2019
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 4,296
12.

Focused Concept Miner (FCM): Interpretable Deep Learning for Text Exploration

Number of pages: 47 Posted: 21 Dec 2018 Last Revised: 19 May 2020
Working Paper Series
Carnegie Mellon University - David A. Tepper School of Business, Carnegie Mellon University, Students and Carnegie Mellon University - David A. Tepper School of Business
Downloads 4,170
13.

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 3,537
14.

Principled Artificial Intelligence: Mapping Consensus in Ethical and Rights-Based Approaches to Principles for AI

Berkman Klein Center Research Publication No. 2020-1
Number of pages: 39 Posted: 14 Feb 2020
Working Paper Series
Berkman Klein Center for Internet & Society, Harvard Law School, Harvard University, Law School, Students , Harvard University - Berkman Klein Center for Internet & Society and Harvard University, Law School, Students
Downloads 3,439
15.

Beyond Econometrics: A Roadmap Towards Financial Machine Learning

Number of pages: 31 Posted: 22 Apr 2019 Last Revised: 23 Sep 2019
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 3,429
16.

Advances in Financial Machine Learning: Lecture 2/10 (seminar slides)

Number of pages: 51 Posted: 30 Sep 2018 Last Revised: 29 Jun 2020
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 3,263
17.

Machine Learning for Stock Selection

Financial Analysts Journal, vol. 75, no. 3 (Third Quarter 2019)
Number of pages: 35 Posted: 04 Mar 2019 Last Revised: 09 Aug 2019
Accepted Paper Series
Gresham Investment Management, LLC and Arwen Advisors
Downloads 3,225
18.

The Impact of Artificial Intelligence on the Labor Market

Number of pages: 61 Posted: 15 Nov 2019 Last Revised: 11 Jan 2020
Working Paper Series
Stanford University - Department of Economics
Downloads 3,206
19.

Fairness and Abstraction in Sociotechnical Systems

2019 ACM Conference on Fairness, Accountability, and Transparency (FAT*), 59-68
Number of pages: 17 Posted: 07 Nov 2018 Last Revised: 30 Jan 2020
Accepted Paper Series
UCLA School of Law, Data & Society Research Institute, Haverford College, University of Utah and Princeton University
Downloads 2,905
20.

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 2,830
21.

Machine Learning for Asset Managers (Chapter 1)

Cambridge Elements, 2020
Number of pages: 45 Posted: 27 Apr 2020
Accepted Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 2,720
22.

Estimation of Theory-Implied Correlation Matrices

Number of pages: 18 Posted: 20 Nov 2019
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 2,706
23.

A Robust Estimator of the Efficient Frontier

Number of pages: 16 Posted: 18 Oct 2019 Last Revised: 04 Mar 2020
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 2,684
24.

Machine Learning Asset Allocation (Presentation Slides)

Number of pages: 35 Posted: 18 Oct 2019 Last Revised: 01 Jun 2020
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 2,653
25.

Advances in Financial Machine Learning: Lecture 7/10 (seminar slides)

Number of pages: 64 Posted: 15 Oct 2018 Last Revised: 29 Jun 2020
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 2,513
26.

Codependence (Presentation Slides)

Number of pages: 34 Posted: 15 Jan 2020 Last Revised: 06 Feb 2020
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 2,458
27.

Advances in Financial Machine Learning: Lecture 9/10 (seminar slides)

Number of pages: 41 Posted: 29 Oct 2018 Last Revised: 29 Jun 2020
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 2,437
28.

Ten Applications of Financial Machine Learning

Number of pages: 16 Posted: 22 Apr 2019 Last Revised: 01 Oct 2019
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 2,389
29.

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 2,327
30.

Advances in Financial Machine Learning: Numerai's Tournament (seminar slides)

Number of pages: 40 Posted: 25 Nov 2019 Last Revised: 29 Jun 2020
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 2,118
31.

Q&A on Financial Machine Learning (Course Materials)

Number of pages: 4 Posted: 07 Oct 2019
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 2,078
32.

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 2,054
33.

Machine Learning for Volatility Trading (Presentation Slides)

Number of pages: 34 Posted: 14 Jun 2018
Working Paper Series
Quantica Capital AG
Downloads 1,993
34.

The Four Horsemen of Machine Learning in Finance

Number of pages: 24 Posted: 24 Sep 2019
Working Paper Series
Illinois Institute of Technology and New York University (NYU) - NYU Tandon School of Engineering
Downloads 1,986
35.

Advances in Financial Machine Learning: Lecture 8/10 (seminar slides)

Number of pages: 82 Posted: 21 Oct 2018 Last Revised: 29 Jun 2020
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 1,976
36.

Clustered Feature Importance (Presentation Slides)

Number of pages: 35 Posted: 06 Mar 2020 Last Revised: 28 May 2020
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 1,975
37.

Clustering (Presentation Slides)

Number of pages: 34 Posted: 10 Jan 2020 Last Revised: 06 Feb 2020
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 1,967
38.

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 1,918
39.

The Role of Environmental Factors on Transmission Rates of the COVID-19 Outbreak: An Initial Assessment in Two Spatial Scales.

Number of pages: 21 Posted: 12 Mar 2020 Last Revised: 16 Apr 2020
Working Paper Series
Boston Children's Hospital, Boston Children's Hospital, Boston Children's Hospital - Computational Health Informatics Program, Boston Children's Hospital, Boston Children's Hospital - Computational Health Informatics Program, Harvard University and Boston Children's Hospital
Downloads 1,841
40.

AI in Actuarial Science

Number of pages: 53 Posted: 15 Aug 2018 Last Revised: 20 Aug 2018
Working Paper Series
QED Actuaries and Consultants
Downloads 1,795
41.

Artificial Intelligence & Human Resource Management in Indian IT Sector

Proceedings of 10th International Conference on Digital Strategies for Organizational Success
Number of pages: 6 Posted: 23 Jan 2019
Working Paper Series
University of Mysore and University of Mysore
Downloads 1,772
42.

Trends and Applications of Machine Learning in Quantitative Finance

8th International Conference on Economics and Finance Research (ICEFR 2019)
Number of pages: 9 Posted: 13 Jun 2019
Accepted Paper Series
University College Cork - Cork University Business School, University College Cork - Cork University Business School, University College Cork - Cork University Business School and University College Cork - Department of Accounting, Finance and Information Systems
Downloads 1,723
43.

Overfitting: Causes and Solutions (Seminar Slides)

Number of pages: 24 Posted: 26 Feb 2020 Last Revised: 02 Mar 2020
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 1,647
44.

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 1,628
45.

Why Fairness Cannot Be Automated: Bridging the Gap Between EU Non-Discrimination Law and AI

Number of pages: 72 Posted: 27 Mar 2020
Working Paper Series
University of Oxford - Oxford Internet Institute, University of Oxford - Oxford Internet Institute and University of Surrey
Downloads 1,617
46.

Three Machine Learning Solutions to the Bias-Variance Dilemma (Seminar Slides)

Number of pages: 27 Posted: 28 May 2020
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 1,548
47.

Principles Alone Cannot Guarantee Ethical AI

Nature Machine Intelligence, November 2019
Number of pages: 19 Posted: 13 Jun 2019 Last Revised: 05 Nov 2019
Working Paper Series
University of Oxford - Oxford Internet Institute
Downloads 1,531
48.

Advances in Financial Machine Learning: Lecture 10/10 (seminar slides)

Number of pages: 44 Posted: 14 Nov 2019 Last Revised: 29 Jun 2020
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 1,524
49.

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 1,518
50.

Interpretable Machine Learning: Shapley Values (Seminar Slides)

Number of pages: 24 Posted: 21 Jul 2020
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 1,517