1.
A Simplified Approach to Understanding the Kalman Filter Technique
Number of pages: 24
Posted: 07 May 2005
Last Revised: 17 Apr 2008
Working Paper Series
University of Richmond - E. Claiborne Robins School of Business, Auburn University and Georgia State University - Department of Finance
Downloads
20,140
2.
The Alpha Engine: Designing an Automated Trading Algorithm
High Performance Computing in Finance, Chapman & Hall/CRC Series in Mathematical Finance, 2017
Number of pages: 29
Posted: 12 Apr 2017
Last Revised: 03 May 2017
Working Paper Series
Flov technologies, Department of Banking and Finance, UZH and Lykke Corp
Downloads
8,880
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
6,513
4.
A Simple Approach to the Pricing of Bermudan Swaptions in the Multi-Factor Libor Market Model
Number of pages: 26
Posted: 07 Apr 1999
Working Paper Series
Bank of America
Downloads
6,012
5.
p-Hacking and False Discovery in A/B Testing
Number of pages: 46
Posted: 18 Jul 2018
Last Revised: 12 Dec 2018
Working Paper Series
University of Pennsylvania, The Wharton School, OpenDoor, Independent and University of Pennsylvania - Marketing Department
Downloads
6,003
6.
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
5,988
7.
An Open-Source Implementation of the Critical-Line Algorithm for Portfolio Optimization
Algorithms, 6(1), pp.169-196, 2013
Number of pages: 29
Posted: 08 Jan 2013
Last Revised: 02 Jan 2016
Accepted Paper Series
Lawrence Berkeley National Laboratory and Cornell University - Operations Research & Industrial Engineering
Downloads
5,479
8.
Slave to the Algorithm? Why a 'Right to an Explanation' Is Probably Not the Remedy You Are Looking For
16 Duke Law & Technology Review 18 (2017)
Number of pages: 67
Posted: 24 May 2017
Last Revised: 06 Dec 2017
Accepted Paper Series
University of Newcastle - Law School and University College London, Faculty of Laws
Downloads
4,638
9.
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
4,553
10.
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
2,973
11.
Estimation of Theory-Implied Correlation Matrices
Number of pages: 18
Posted: 20 Nov 2019
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads
2,871
12.
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
2,858
13.
Exit Strategies for COVID-19: An Application of the K-SEIR Model (Presentation Slides)
Number of pages: 52
Posted: 22 Apr 2020
Working Paper Series
Hebrew University of Jerusalem and Cornell University - Operations Research & Industrial Engineering
Downloads
2,745
14.
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
2,611
15.
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
2,582
16.
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
2,318
17.
Discrimination in the Age of Algorithms
Number of pages: 45
Posted: 07 Feb 2019
Last Revised: 12 Feb 2019
Working Paper Series
Cornell University - Department of Computer Science, University of Chicago, Harvard University - Department of Economics and Harvard Law School
There are 2 versions of this paper
Discrimination in the Age of Algorithms
Number of pages: 45
Posted: 07 Feb 2019
Last Revised: 12 Feb 2019
Downloads
2,113
Discrimination in the Age of Algorithms
NBER Working Paper No. w25548
Number of pages: 46
Posted: 12 Feb 2019
Downloads
23
Downloads
2,113
18.
Sustainable and Unchallenged Algorithmic Tacit Collusion
University of Tennessee Legal Studies Research Paper No. 366, Oxford Legal Studies Research Paper No. 16/2019, 17 Northwestern Journal of Technology and Intellectual Property 217 (2020)
Number of pages: 47
Posted: 06 Dec 2018
Last Revised: 09 Mar 2020
Accepted Paper Series
University of Oxford - Faculty of Law and University of Tennessee College of Law
Downloads
2,111
19.
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
2,094
20.
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
1,866
21.
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
1,820
22.
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
1,753
23.
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
1,642
24.
Enslaving the Algorithm: From a ‘Right to an Explanation’ to a ‘Right to Better Decisions’?
IEEE Security & Privacy (2018) 16(3), pp. 46-54, DOI: 10.1109/MSP.2018.2701152
Number of pages: 14
Posted: 16 Oct 2017
Last Revised: 15 Jul 2018
Accepted Paper Series
University of Newcastle - Law School and University College London, Faculty of Laws
Downloads
1,330
25.
Head and Shoulders: Not Just a Flaky Pattern
FRB of New York Staff Report No. 4
Number of pages: 67
Posted: 22 Jun 2007
Working Paper Series
Brandeis University - International Business School and Credit Suisse AG - London Headquarters
Downloads
1,303
26.
Bermuda Triangle – Licensing, Filtering and Privileging User-Generated Content Under the New Directive on Copyright in the Digital Single Market
Number of pages: 18
Posted: 22 Apr 2019
Working Paper Series
University of Amsterdam - Institute for Information Law (IViR)
Downloads
1,134
27.
Algorithmic Collusion & Its Implications for Competition Law and Policy
Number of pages: 48
Posted: 14 Aug 2018
Last Revised: 11 Jan 2019
Working Paper Series
National University of Singapore (NUS), Faculty of Law
Downloads
863
28.
An Economic Analysis of Difficulty Adjustment Algorithms in Proof-of-Work Blockchain Systems
Number of pages: 54
Posted: 04 Jul 2019
Last Revised: 14 Aug 2020
Working Paper Series
Vancouver School of Economics, University of British Columbia, Department of Economics, Northwestern University and BUIDL, Ltd.
Downloads
857
29.
Scalable Data Fusion with Selection Correction: An Application to Customer Base Analysis
Forthcoming at Marketing Science
Number of pages: 75
Posted: 11 Apr 2019
Last Revised: 08 Jun 2020
Working Paper Series
Emory University - Department of Marketing and Columbia Business School
Downloads
818
30.
Binary Governance: Lessons from the GDPR's Approach to Algorithmic Accountability
Southern California Law Review, Vol. 92, No. 6, 2019 1529, U of Colorado Law Legal Studies Research Paper No. 19-9
Number of pages: 88
Posted: 03 Apr 2019
Last Revised: 11 Nov 2019
Working Paper Series
University of Colorado Law School
Downloads
794
31.
Genetic Algorithms: A Tool for Optimization in Econometrics - Basic Concept and an Example for Empirical Applications
ZEW Discussion Paper No. 02-41
Number of pages: 24
Posted: 12 Oct 2002
Working Paper Series
Centre for European Economic Research (ZEW) and ZEW – Leibniz Centre for European Economic Research
Downloads
711
32.
Financial Analysis: Stock Market Prediction Using Deep Learning Algorithms
Proceedings of International Conference on Sustainable Computing in Science, Technology and Management (SUSCOM), Amity University Rajasthan, Jaipur - India, February 26-28, 2019
Number of pages: 7
Posted: 14 Jun 2019
Working Paper Series
VIT University, Vellore and VIT, Vellore-632014, India
Downloads
708
33.
Discrimination-Free Insurance Pricing
Number of pages: 26
Posted: 10 Feb 2020
Working Paper Series
Stockholm University, QED Actuaries and Consultants, City University London - Cass Business School and RiskLab, ETH Zurich
Downloads
691
34.
Test & Roll: Profit-Maximizing A/B Tests
Number of pages: 46
Posted: 01 Nov 2018
Last Revised: 23 May 2019
Working Paper Series
Drexel University - Department of Marketing and University of Pennsylvania, The Wharton School
Downloads
669
35.
From Generalized Linear Models to Neural Networks, and Back
Number of pages: 56
Posted: 09 Dec 2019
Last Revised: 03 Mar 2020
Working Paper Series
RiskLab, ETH Zurich
Downloads
645
36.
How to Argue with an Algorithm: Lessons from the COMPAS ProPublica Debate
Accepted for publication. The Colorado Technology Law Journal. Volume 17 Issue 1 http://ctlj.colorado.edu
Number of pages: 37
Posted: 19 Apr 2019
Accepted Paper Series
NYU Steinhardt
Downloads
642
37.
Genetic Algorithm Estimation of Interest Rate Term Structure
Banco de Espana Research Paper No. WP-0634
Number of pages: 35
Posted: 13 Dec 2006
Working Paper Series
Banco de España and University of Castilla-La Mancha
Downloads
625
38.
An Empirical Study of Multi-Objective Algorithms for Stock Ranking
Genetic Programming Theory and Practice, 2007
Number of pages: 16
Posted: 26 Jun 2007
Accepted Paper Series
IBS, Massachusetts Institute of Technology (MIT) and State Street Global Advisors
Downloads
614
39.
Analysis and Prediction of Diabetes Using Machine Learning
International Journal of Emerging Technology and Innovative Engineering, Volume 5, Issue 4, April 2019
Number of pages: 9
Posted: 23 Apr 2019
Accepted Paper Series
Sri Krishna College of Technology, Students and Sri Krishna College of Technology, Students
Downloads
604
40.
Machine Learning Optimization Algorithms & Portfolio Allocation
Number of pages: 66
Posted: 25 Jul 2019
Working Paper Series
University of Paris-Saclay - Ecole Polytechnique and Amundi Asset Management
Downloads
600
41.
A Cheat Sheet for Algorithmic Trading of Investment Portfolios
Number of pages: 18
Posted: 23 Aug 2013
Working Paper Series
Northern Trust Corporation
Downloads
589
42.
MTSS-GAN: Multivariate Time Series Simulation Generative Adversarial Networks
Number of pages: 7
Posted: 26 Jun 2020
Working Paper Series
The Alan Turing Institute
Downloads
552
43.
An Adaptive Approach to 'Stock Portfolio Optimizations with Genetic Algorithms'
Number of pages: 18
Posted: 02 Dec 2005
Working Paper Series
Ankara University - Social Science Institute and Ankara University - Faculty of Political Science
Downloads
523
44.
Factors Influencing Smartphone Purchase Behavior Among Young Adults in Nigeria
International Journal of Recent Scientific Research, Vol. 7, Issue, 9, pp. 13248-13254, September, 2016
Number of pages: 7
Posted: 16 Feb 2018
Accepted Paper Series
Nnamdi Azikiwe University and Nnamdi Azikiwe University
Downloads
522
45.
Against the Dehumanisation of Decision-Making – Algorithmic Decisions at the Crossroads of Intellectual Property, Data Protection, and Freedom of Information
9 (2018) JIPITEC 3 para 1
Number of pages: 32
Posted: 17 Jun 2018
Accepted Paper Series
University of Stirling
Downloads
511
46.
Neural Network Embedding of the Over-Dispersed Poisson Reserving Model
Number of pages: 30
Posted: 14 Dec 2018
Working Paper Series
ETH Zurich, Department of Mathematics, RiskLab, Students, QED Actuaries and Consultants and RiskLab, ETH Zurich
Downloads
504
47.
Some Precepts of the Digital Economy
Critical Blockchain Research Initiative (CBRI) Working Papers, 2020
Number of pages: 12
Posted: 26 Jan 2020
Last Revised: 14 Feb 2020
Working Paper Series
UNSW Business School
Downloads
504
48.
A Partitioning Algorithm for Markov Decision Processes with Applications to Market Microstructure
Forthcoming in Management Science
Number of pages: 44
Posted: 29 Nov 2013
Last Revised: 16 May 2020
Accepted Paper Series
University of Toronto at Mississauga - Department of Management, Boston University and Tsinghua University, School of Economics and Management
Downloads
501
49.
A Nonlinear Dynamics of Coronavirus (CoV) Model and Stability Analysis
Proceedings of International Conference on Fractional Differentiation and its Applications (ICFDA) 2018
Number of pages: 5
Posted: 12 Nov 2018
Working Paper Series
Princess Nourah Bint Abdulrahman University
Downloads
496
50.
Channel Auctions
Management Science, Forthcoming
Number of pages: 16
Posted: 31 Aug 2018
Last Revised: 27 Aug 2019
Accepted Paper Series
University of Pennsylvania - The Wharton School, Microsoft Corporation - Microsoft Research, New York City, Harvard University Department of Computer Science and Microsoft
Downloads
463
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