Theodoros Evgeniou

INSEAD

Boulevard de Constance

77305 Fontainebleau Cedex

France

SCHOLARLY PAPERS

26

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4,363

SSRN CITATIONS
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Top 26,201

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15

CROSSREF CITATIONS

20

Scholarly Papers (26)

1.

Implementing Ai Principles: Frameworks, Processes, and Tools

INSEAD Working Paper No. 2021/04/DSC/TOM
Number of pages: 32 Posted: 12 Feb 2021 Last Revised: 01 Mar 2021
Pal Boza and Theodoros Evgeniou
INSEAD and INSEAD
Downloads 845 (40,746)

Abstract:

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2.

Volatility and the Buyback Anomaly

INSEAD Working Paper No. 2017/16/DSC/FIN
Number of pages: 50 Posted: 27 Mar 2016 Last Revised: 15 Feb 2017
INSEAD, Independent, Check Company and INSEAD - Finance
Downloads 521 (76,285)
Citation 4

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Share Buybacks, Seasoned Equity Offerings, Anomalies

3.

Share Buybacks and Abnormal Returns

INSEAD Working Paper No. 2015/70/DSC
Number of pages: 43 Posted: 23 Sep 2015
Arne Uekoetter and Theodoros Evgeniou
INSEAD and INSEAD
Downloads 493 (81,612)

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Abnormal Returns, Market Timing, Share Buybacks, Hedge Funds, Market Efficiency, Share Repurchase

4.

Uncovering sparsity and heterogeneity in firm-level return predictability using machine learning

INSEAD Working Paper No. 2020/24/DSC
Number of pages: 71 Posted: 25 May 2020 Last Revised: 26 Apr 2022
Theodoros Evgeniou, Ahmed Guecioueur and Rodolfo Prieto
INSEAD, INSEAD and INSEAD
Downloads 315 (135,506)

Abstract:

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Characteristics, Sparsity, Heterogeneity, Industries, Lasso, Clustering, Return Prediction, Big Data

5.

Share Buybacks and Gender Diversity

INSEAD Working Paper No. 2017/43/DSC/FIN, European Corporate Governance Institute (ECGI) - Finance Working Paper No. 493/2017
Number of pages: 33 Posted: 25 Jul 2016 Last Revised: 28 Jun 2017
Theodoros Evgeniou and Theo Vermaelen
INSEAD and INSEAD - Finance
Downloads 253 (169,556)

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Gender Diversity, Share Buybacks, Market Timing, Ethics

6.

Pandemic Lock-down, Isolation, and Exit Policies Based on Machine Learning Predictions

Production and Operations Management, Special Issue on Managing Pandemics: A POM Perspective
Number of pages: 40 Posted: 12 May 2020 Last Revised: 04 Mar 2022
INSEAD, University of Paris-Saclay, Smith School of Business - Queen's University, Université Côte d'Azur - INSERM, MAP5, FP2M, CNRS FR 2036, Université de Paris and ENS Paris-Saclay
Downloads 252 (165,102)

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COVID-19, Epidemiology, Pandemics, Outbreaks, Epidemic Models, Machine Learning, Data Science, Prediction Models

7.

Grit and Academic Resilience During the Covid-19 Pandemic

INSEAD Working Paper No. 2022/02/DSC
Number of pages: 17 Posted: 06 Jan 2022
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, Koc University, INSEAD, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 248 (173,491)

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Non-cognitive Skills, Remote Education, Academic Performance; Covid-19

8.

Network Centrality and Managerial Market Timing Ability: Evidence from Open-Market Repurchase Announcements

INSEAD Working Paper No. 2018/29/DSC/FIN
Number of pages: 76 Posted: 01 Jul 2016 Last Revised: 31 Jul 2018
Theodoros Evgeniou, Joel Peress, Theo Vermaelen and Ling Yue
INSEAD, INSEAD - Finance, INSEAD - Finance and INSEAD
Downloads 212 (200,569)

Abstract:

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Share Repurchases, Buybacks, Market Anomalies, Networks, Supply Chain, Limited Attention, Firm Complexity

9.

How Should Artificial Intelligence Explain Itself? Understanding Preferences for Explanations Generated by XAI Algorithms

Columbia Business School Research Paper
Number of pages: 36 Posted: 08 Jul 2021
University of Antwerp, University of Antwerp, University of Antwerp, INSEAD and Columbia University - Columbia Business School, Marketing
Downloads 182 (229,932)
Citation 1

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Algorithmic Decision Making; Explainable Artificial Intelligence; Algorithmic Explainability; Choice-Based Conjoint Analysis

10.

M&A Portfolios and Market Returns

INSEAD Working Paper No. 2014/69/DSC
Number of pages: 49 Posted: 08 Jan 2015
Theodoros Evgeniou
INSEAD
Downloads 175 (237,803)

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Arbitrage, Hedge Funds, Market Efficiency, Market Sentiment, Mergers and Acquisitions

Content Contributor Management and Network Effects in a UGC Environment

INSEAD Working Paper No. 2011/11/DS/MKT
Number of pages: 46 Posted: 25 Jan 2011
Kaifu Zhang, Theodoros Evgeniou, Paddy Padmanabhan and Emile Richard
INSEAD, INSEAD, INSEAD and Ecole Normale Superieure de Cachan (ENS)
Downloads 162 (254,269)
Citation 5

Abstract:

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UGC, Content Contributors, VAR, Lifetime Value, Acquisition, Retention, C2C Marketplace, Network Effects

Content Contributor Management and Network Effects in a UGC Environment

Marketing Science, Vol. 31, No. 3, 2012; pp. 433-447; DOI: 10.1287/mksc.1110.0639
Posted: 24 Oct 2012
Kaifu Zhang, Theodoros Evgeniou and Paddy Padmanabhan
INSEAD, INSEAD and INSEAD

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UGC, content contributors, VAR, lifetime value, acquisition, retention, C2C marketplace, network effects

12.

Uncertainty, Skill, and Analysts' Dynamic Forecasting Behavior

INSEAD Working Paper No. 2010/50/DS/FIN
Number of pages: 36 Posted: 09 Jul 2010
INSEAD, INSEAD - Finance, Universitat Pompeu Fabra - Faculty of Economic and Business Sciences and INSEAD - Decision Sciences
Downloads 157 (260,498)
Citation 1

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Risk Taking, Skill, Chance, Uncertainty, Financial Analysts, Earning Forecasts

13.
Downloads 133 (298,532)

Asset pricing with costly short sales

Swiss Finance Institute Research Paper No. 22-21
Number of pages: 58 Posted: 09 Mar 2022 Last Revised: 27 Jul 2022
Theodoros Evgeniou, Julien Hugonnier and Rodolfo Prieto
INSEAD, Swiss Federal Institute of Technology Lausanne - Ecole Polytechnique Fédérale de Lausanne and INSEAD
Downloads 133 (299,727)

Abstract:

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Shorting fees, Securities lending, Heterogeneous beliefs, Dynamic equilibrium.

Asset Pricing with Costly Short Sales

CEPR Discussion Paper No. DP17099
Number of pages: 58 Posted: 29 Mar 2022
Theodoros Evgeniou, Julien Hugonnier and Rodolfo Prieto
INSEAD, Swiss Federal Institute of Technology Lausanne - Ecole Polytechnique Fédérale de Lausanne and INSEAD
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Dynamic equilibrium, heterogeneous beliefs, Securities lending, Shorting costs

14.

Using Past Responders to Target Non-Responders

INSEAD Working Paper No. 2017/61/DSC
Number of pages: 47 Posted: 20 Sep 2017
INSEAD, Massachusetts Institute of Technology (MIT) - Sloan School of Management, Kellogg School of Management, Northwestern University and INSEAD - Decision Sciences
Downloads 104 (353,480)

Abstract:

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15.

Estimation of Risk and Time Preferences: Response Error, Heterogeneity, Adaptive Questionnaires, and Experimental Evidence from Mortgagers

INSEAD Working Paper No. 2010/52/DS/TOM
Number of pages: 35 Posted: 09 Aug 2010
Columbia University - Columbia Business School, Marketing, Columbia University - Columbia Business School, Marketing, INSEAD and George Washington University - School of Business
Downloads 102 (358,042)
Citation 1

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Prospect Theory, Time Discounting, Bayesian Statistics, Adaptive Experimental Design, Revealed Preference

16.

Convex Multi-Task Feature Learning

INSEAD Business School Research Paper No. 2007/13/TOM/DS
Number of pages: 42 Posted: 19 Nov 2007
Andreas Argyriou, Theodoros Evgeniou and Massimo Pontil
University College London, INSEAD and University College London
Downloads 73 (437,447)
Citation 134

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Multi-Task Learning, Kernels, Regularization, Vector-Valued Functions

17.

Dynamic Experiments for Estimating Preferences: An Adaptive Method of Eliciting Time and Risk Parameters

Management Science, Articles in Advance, pp. 1-28, 2012
Number of pages: 28 Posted: 13 Jul 2013
Columbia University - Columbia Business School, Marketing, Columbia University - Columbia Business School, Marketing, INSEAD and George Washington University - School of Business
Downloads 62 (475,898)
Citation 6

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prospect theory, time discounting, Bayesian statistics, adaptive experimental design, revealed preference

18.

Competitive Dynamics in Forecasting: The Interaction of Skill and Uncertainty

Journal of Behavioral Decision Making 26 (4), 375-384, 2013
Number of pages: 34 Posted: 05 Oct 2014
INSEAD, INSEAD - Finance, Universitat Pompeu Fabra - Faculty of Economic and Business Sciences and INSEAD - Decision Sciences
Downloads 56 (499,272)

Abstract:

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Risk taking, skill, chance, uncertainty, contests, financial analysts, earnings forecasts

19.

Weighting Schemes for One-Shot Federated Learning

Number of pages: 17 Posted: 16 Feb 2022 Last Revised: 03 Jun 2022
Marie Garin, Theodoros Evgeniou and Nicolas Vayatis
ENS Paris-Saclay, INSEAD and ENS Paris-Saclay
Downloads 17 (726,851)

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Federated Learning, Distributed Learning, Ensemble Learning, Privacy, Optimization, ERM, MSE

20.

Network Centrality and Managerial Market Timing Ability

CEPR Discussion Paper No. DP15240
Number of pages: 95 Posted: 12 Sep 2020
Theodoros Evgeniou, Joel Peress, Theo Vermaelen and Ling YUE
INSEAD, INSEAD - Finance, INSEAD - Finance and affiliation not provided to SSRN
Downloads 1 (892,065)
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Buybacks, insider trading, Market Efficiency, market timing, Network centrality

21.

When Machine Learning Goes Off the Rails

HARV. BUS. REV. (2021). https://hbr.org/2021/01/when-machine-learning-goes-off-the-rails. , Harvard Public Law Working Paper No. 21-32
Posted: 08 Jul 2021 Last Revised: 28 Oct 2021
Boris Babic, I. Glenn Cohen, Theodoros Evgeniou and Sara Gerke
Independent, Harvard Law School, INSEAD and Pennsylvania State University, Dickinson Law

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Artificial Intelligence, Risk, Liability

22.

Direct-to-Consumer Medical Machine Learning and Artificial Intelligence Applications

Nat Mach Intell 3, 283–287 (2021). https://doi.org/10.1038/s42256-021-00331-0
Posted: 08 Jul 2021
Boris Babic, Sara Gerke, Theodoros Evgeniou and I. Glenn Cohen
Independent, Pennsylvania State University, Dickinson Law, INSEAD and Harvard Law School

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Artificial Intelligence, Machine Learning, Direct-to-Consumer, Apps

23.

Algorithms on Regulatory Lockdown in Medicine

Science. 2019 Dec 6;366(6470):1202-1204. doi: 10.1126/science.aay9547
Posted: 25 May 2021
Boris Babic, Sara Gerke, Theodoros Evgeniou and I. Glenn Cohen
Independent, Pennsylvania State University, Dickinson Law, INSEAD and Harvard Law School

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artificial intelligence, FDA law, adaptive algorithms, risks

24.

The Need for a System View to Regulate Artificial Intelligence/Machine Learning-Based Software as Medical Device

NPJ Digit Med. 2020 Apr 7;3:53. doi: 10.1038/s41746-020-0262-2
Posted: 24 May 2021
Sara Gerke, Boris Babic, Theodoros Evgeniou and I. Glenn Cohen
Pennsylvania State University, Dickinson Law, Independent, INSEAD and Harvard Law School

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Artificial Intelligence, Machine Learning, FDA law, Software as a Medical Device, System View

25.

The European Artificial Intelligence Strategy: Implications and Challenges for Digital Health

2 THE LANCET DIGITAL HEALTH E376 (2020). https://doi.org/10.1016/S2589-7500(20)30112-6
Posted: 14 Aug 2020 Last Revised: 07 Jul 2021
I. Glenn Cohen, Theodoros Evgeniou, Sara Gerke and Timo Minssen
Harvard Law School, INSEAD, Pennsylvania State University, Dickinson Law and University of Copenhagen - Centre for Advanced Studies in Biomedical Innovation Law (CeBIL) - Faculty of Law

Abstract:

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Artificial Intelligence, European Commission, White Paper

26.

Beware Explanations From AI in Health Care

373 SCIENCE 284 (2021)
Boris Babic, Sara Gerke, Theodoros Evgeniou and I. Glenn Cohen
University of Toronto, Pennsylvania State University, Dickinson Law, INSEAD and Harvard Law School

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Artificial Intelligence, Explainability, Health Care