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Viewing: 1 - 50 of 2,990 papers

1.

Adaptive Supervised Learning for Volatility Targeting Models (Ecml Pkdd Midas 2021 Presentation Slides)

Number of pages: 17 Posted: 20 Sep 2021
Working Paper Series
Université Paris Dauphine, Université Paris Dauphine, Lombard Odier Investment Managers, Ecole Polytechnique Fédérale de Lausanne, Lombard Odier Investment Managers and AI For Alpha
Downloads 20,088
2.

Time your hedge with Deep Reinforcement Learning (ICAPS 2020 Presentation Slides)

Number of pages: 38 Posted: 20 Sep 2021
Working Paper Series
Université Paris Dauphine, Université Paris Dauphine, Societe Generale and SGCIB
Downloads 18,705
3.

Adaptive Supervised Learning for Volatility Targeting Models

Université Paris-Dauphine Research Paper No. 3924255
Number of pages: 12 Posted: 20 Sep 2021
Working Paper Series
Université Paris Dauphine, Université Paris Dauphine, Lombard Odier Investment Managers, Ecole Polytechnique Fédérale de Lausanne, Lombard Odier Investment Managers and AI For Alpha
Downloads 18,158
4.

Knowledge discovery with Deep RL for selecting financial hedges (AAAI 2021 KDF Presentation slides)

Number of pages: 19 Posted: 28 Sep 2021
Working Paper Series
Université Paris Dauphine, Université Paris Dauphine, Societe Generale and SGCIB
Downloads 15,064
5.

Bridging the gap between Markowitz planning and deep reinforcement learning (ICAPS PRL Presentation Slides 2020)

Number of pages: 37 Posted: 25 Oct 2021
Working Paper Series
Université Paris Dauphine, Université Paris Dauphine, Societe Generale and SGCIB
Downloads 13,471
6.

Decision Transformer: Reinforcement Learning via Sequence Modelling - Paper Review (Presentation Slides)

Number of pages: 84 Posted: 09 Feb 2022
Working Paper Series
Université Paris Dauphine
Downloads 11,479
7.

Planning in Financial Markets in Presence of Spikes: Using Machine Learning GBDT

Université Paris-Dauphine Research Paper No. 3862428
Number of pages: 9 Posted: 17 Jun 2021
Working Paper Series
Université Paris Dauphine, AI For Alpha, Université Paris Dauphine and AI For Alpha
Downloads 11,037
8.

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 10,767
9.

Deep Reinforcement Learning (DRL) for Portfolio Allocation

ECML PKDD Demo track 2020
Number of pages: 5 Posted: 02 Jul 2021
Working Paper Series
Université Paris Dauphine, Université Paris Dauphine, AI For Alpha, Université Paris Dauphine and Université Paris-Dauphine, PSL Research University
Downloads 10,235
10.

Cybersecurity Law, Policy, and Institutions (version 3.1)

U of Texas Law, Public Law Research Paper No. 716
Number of pages: 274 Posted: 26 Mar 2020 Last Revised: 24 Aug 2021
Working Paper Series
University of Texas School of Law
Downloads 10,097
11.

DRLPS: Deep Reinforcement Learning for Portfolio Selection (Presentation Slides ECML PKDD)

ECML PKDD Demo track, 2021
Number of pages: 11 Posted: 06 Jul 2021
Working Paper Series
Université Paris Dauphine, Université Paris Dauphine, AI For Alpha, Université Paris Dauphine and Université Paris-Dauphine, PSL Research University
Downloads 9,946
12.

Explainable AI (XAI) Models Applied to Planning in Financial Markets

Université Paris-Dauphine Research Paper No. 3862437
Number of pages: 9 Posted: 13 Jun 2021 Last Revised: 22 Feb 2022
Working Paper Series
Université Paris Dauphine, AI For Alpha, Université Paris Dauphine, AI For Alpha and affiliation not provided to SSRN
Downloads 9,189
13.

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 EngineeringAbu Dhabi Investment Authority
Downloads 8,341
14.

Explainable AI Models of Stock Crashes: A Machine-Learning Explanation of the Covid March 2020 Equity Meltdown

Université Paris-Dauphine Research Paper No. 3809308
Number of pages: 18 Posted: 22 Mar 2021 Last Revised: 22 Feb 2022
Working Paper Series
AI For Alpha, affiliation not provided to SSRN, Université Paris Dauphine, Université Paris Dauphine and AI For Alpha
Downloads 7,377
15.

Time Your Hedge With Deep Reinforcement Learning

Number of pages: 10 Posted: 28 Jan 2021 Last Revised: 06 May 2021
Working Paper Series
Université Paris Dauphine, Université Paris Dauphine, Societe Generale and SGCIB
Downloads 7,061
16.

Bridging the Gap Between Markowitz Planning and Deep Reinforcement Learning

Université Paris-Dauphine Research Paper No. 3702112
Number of pages: 9 Posted: 28 Jan 2021
Working Paper Series
Université Paris Dauphine, Université Paris Dauphine, Societe Generale and SGCIB
Downloads 6,948
17.

AAMDRL: Augmented Asset Management With Deep Reinforcement Learning

Université Paris-Dauphine Research Paper No. 3702113
Number of pages: 15 Posted: 28 Jan 2021
Working Paper Series
Université Paris Dauphine, Université Paris Dauphine, Societe Generale, Université Paris Dauphine and SGCIB
Downloads 6,889
18.

Adaptive Learning for Financial Markets Mixing Model-Based and Model-Free RL for Volatility Targeting

Forthcoming in AAMAS ALA 2021 workshop, Machine Learning Group, LAMSADE, Dauphine University, MILES Working paper
Number of pages: 10 Posted: 30 Apr 2021 Last Revised: 14 Jun 2021
Working Paper Series
Université Paris Dauphine, Université Paris Dauphine, Lombard Odier Investment Managers, Lombard Odier Investment Management and Lombard Odier Investment Managers
Downloads 6,624
19.

From Forecast to Decisions in Graphical Models: A Natural Gradient Optimization Approach

Université Paris-Dauphine Research Paper No. 3813403
Number of pages: 25 Posted: 13 Apr 2021
Working Paper Series
Université Paris Dauphine, Université Paris Dauphine, AI For Alpha, Université Paris Dauphine and Université Paris-Dauphine, PSL Research University
Downloads 5,179
20.

Twitter Sentiment Analysis during COVID-19 Outbreak

Number of pages: 9 Posted: 09 Apr 2020 Last Revised: 22 Aug 2021
Working Paper Series
Jaipuria Institute of Management
Downloads 4,872
21.

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

Computer Law & Security Review 41 (2021): 105567.
Number of pages: 72 Posted: 27 Mar 2020 Last Revised: 28 Sep 2021
Accepted Paper Series
University of Oxford - Oxford Internet Institute, University of Oxford - Oxford Internet Institute and Amazon Web Services, Inc.
Downloads 4,362
22.

The Role and Impact of ICT in Improving the Quality of Education

Number of pages: 6 Posted: 22 May 2020
Working Paper Series
St.Mary's College, Tuticorin
Downloads 4,316
23.

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 EngineeringAbu Dhabi Investment Authority
Downloads 4,055
24.

Deep Order Flow Imbalance: Extracting Alpha at Multiple Horizons from the Limit Order Book

Number of pages: 43 Posted: 09 Aug 2021
Working Paper Series
New York University (NYU) - Courant Institute of Mathematical Sciences, University College London and Courant Institute of Mathematical Sciences
Downloads 3,836
25.

House Price Forecasting Using Machine Learning

Proceedings of the 3rd International Conference on Advances in Science & Technology (ICAST) 2020
Number of pages: 5 Posted: 03 Apr 2020
Working Paper Series
Datta Meghe College of Engineering, Datta Meghe College of Engineering, Datta Meghe College of Engineering and Datta Meghe College of Engineering
Downloads 3,627
26.

Statistical Association (Presentation Slides)

Number of pages: 34 Posted: 15 Jan 2020 Last Revised: 09 May 2022
Working Paper Series
Cornell University - Operations Research & Industrial EngineeringAbu Dhabi Investment Authority
Downloads 3,561
27.

Advanced Course in Asset Management (Presentation Slides)

Number of pages: 1520 Posted: 08 Feb 2021
Working Paper Series
Amundi Asset Management
Downloads 3,367
28.

Preparedness of Online Classes in Developing Countries amid COVID-19 Outbreak: A Perspective from Bangladesh

Number of pages: 26 Posted: 01 Jul 2020
Working Paper Series
Faculty of Business Studies, University of Dhaka and University of Dhaka - Faculty of Business Studies
Downloads 3,165
29.

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 EngineeringAbu Dhabi Investment Authority
Downloads 3,157
30.

The Impact of Sea Level Rise on Developing Countries: A Comparative Analysis

World Bank Policy Research Working Paper No. 4136
Number of pages: 51 Posted: 20 Apr 2016
Working Paper Series
World Bank - Development Research Group (DECRG), Independent Consultant, The World Bank, Center for Global Development and Independent Consultant
Downloads 3,153
31.

Interpretable Machine Learning: Shapley Values (Seminar Slides)

Number of pages: 24 Posted: 21 Jul 2020
Working Paper Series
Cornell University - Operations Research & Industrial EngineeringAbu Dhabi Investment Authority
Downloads 3,149
32.

The Role of Corporate Culture in Bad Times: Evidence from the COVID-19 Pandemic

Journal of Financial and Quantitative Analysis, Forthcoming, European Corporate Governance Institute – Finance Working Paper No. 726/2021
Number of pages: 89 Posted: 24 Jun 2020 Last Revised: 28 Aug 2021
Accepted Paper Series
University of British Columbia (UBC) - Sauder School of Business, University of British Columbia (UBC) - Sauder School of Business, Stevens Institute of Technology and University of Cambridge - Cambridge Judge Business School
Downloads 3,100
33.

Online Voting system

Number of pages: 5 Posted: 28 May 2020
Working Paper Series
Inderprastha Engineering College - Department of Computer Science
Downloads 3,053
34.

Clustering (Presentation Slides)

Number of pages: 34 Posted: 10 Jan 2020 Last Revised: 06 Feb 2020
Working Paper Series
Cornell University - Operations Research & Industrial EngineeringAbu Dhabi Investment Authority
Downloads 2,987
35.

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 EngineeringAbu Dhabi Investment Authority
Downloads 2,980
36.

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 EngineeringAbu Dhabi Investment Authority
Downloads 2,978
37.

The Web of Law

San Diego Legal Studies Research Paper No. 06-11
Number of pages: 39 Posted: 05 Jan 2005
Working Paper Series
University of San Diego School of Law
Downloads 2,785
38.

Natural Language Processing and Machine Learning for Law and Policy Texts

Nay, J. (2021) “Natural Language Processing for Legal Texts.” In D. M. Katz, R. Dolin & M. Bommarito (Eds.), Legal Informatics. Cambridge University Press.
Number of pages: 35 Posted: 18 Dec 2019 Last Revised: 23 May 2022
Accepted Paper Series
New York University (NYU)
Downloads 2,642
39.

Digital Transformation: Review of Concept, Digital Framework, and Challenges

Madhu Bala (2018). Digital Transformation: Review of Concept, Digital Framework, and Challenges. In V.P. Gupta, D. Bansal (Eds.), Theoretical and Empirical Development in Management and IT (1st ed., pp. 133-152). Ghaziabad, India: Swaranjali Publication.
Number of pages: 26 Posted: 15 Aug 2020
Accepted Paper Series
DAV College for Girls
Downloads 2,598
40.

Artificial Intelligence: Risks to Privacy and Democracy

21 Yale Journal of Law and Technology 106 (2019), Loyola Law School, Los Angeles Legal Studies Research Paper No. 2018-37
Number of pages: 83 Posted: 13 Dec 2019 Last Revised: 13 Dec 2019
Accepted Paper Series
Loyola Law School Los Angeles and Loyola Law School Los Angeles - Alumni
Downloads 2,471
41.

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
Working Paper Series
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 2,435
42.

Challenges and Solution for Artificial Intelligence in Cybersecurity of the USA

Number of pages: 17 Posted: 15 Jun 2020
Working Paper Series
Campbellsville University
Downloads 2,423
43.

Stock Picking with Machine Learning

Number of pages: 45 Posted: 23 Jun 2020 Last Revised: 25 Apr 2022
Working Paper Series
Deka Investment GmbHTechnical University of Darmstadt and Deka Investment GmbH
Downloads 2,311
44.

Using Natural Language Processing Techniques for Stock Return Predictions

Number of pages: 54 Posted: 15 Feb 2020
Working Paper Series
University of California, Berkeley, Haas School of Business, Financial Engineering, Students, University of California, Berkeley, Haas School of Business, Financial Engineering, University of California, Berkeley, Haas School of Business, Financial Engineering, Students and University of California, Berkeley, Haas School of Business, Financial Engineering, Students
Downloads 2,288
45.

Using Python for Text Analysis in Accounting Research

Vic Anand, Khrystyna Bochkay, Roman Chychyla and Andrew Leone (2020), "Using Python for Text Analysis in Accounting Research", Foundations and Trends® in Accounting: Vol. 14: No. 3–4, pp 128-359. http://dx.doi.org/10.1561/1400000062, University of Miami Business School Research Paper No. 3576098
Number of pages: 223 Posted: 07 Jun 2020 Last Revised: 05 Apr 2021
Accepted Paper Series
University of Illinois at Urbana-Champaign - Department of Accountancy, University of Miami - School of Business Administration, University of Miami - School of Business Administration and Northwestern University
Downloads 2,107
46.

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 1,992
47.

A Review on Implementation Issues of Rule-based Chatbot Systems

Proceedings of the International Conference on Innovative Computing & Communications (ICICC) 2020
Number of pages: 6 Posted: 06 Apr 2020
Working Paper Series
Rajarambapu Institute of Technology and Rajarambapu Institute of Technology
Downloads 1,916
48.

Ownership of Personal Data in the Internet of Things

Computer Law & Security Review, 2018, 34(5), 1039-1052
Number of pages: 22 Posted: 18 Dec 2019 Last Revised: 18 Dec 2019
Accepted Paper Series
University of Bristol Law School
Downloads 1,844
49.

Inequality's Economic and Social Roots: The Role of Social Networks and Homophily

Number of pages: 46 Posted: 22 Mar 2021 Last Revised: 01 Feb 2022
Working Paper Series
Stanford University - Department of Economics
Downloads 1,783
50.

Online Blood Bank Management System Using Android Application

Proceedings of the 3rd International Conference on Advances in Science & Technology (ICAST) 2020
Number of pages: 5 Posted: 06 Apr 2020
Working Paper Series
K. J. Somaiya College of Science & Commerce and Somaiya Vidyavihar University, Mumbai.
Downloads 1,761