Yash Raj Shrestha

University of Lausanne - Faculty of Business and Economics (HEC Lausanne)

Switzerland

SCHOLARLY PAPERS

13

DOWNLOADS
Rank 29,458

SSRN RANKINGS

Top 29,458

in Total Papers Downloads

3,757

TOTAL CITATIONS
Rank 26,297

SSRN RANKINGS

Top 26,297

in Total Papers Citations

53

Scholarly Papers (13)

1.

Algorithm Supported Induction for Building Theory: How Can We Use Prediction Models to Theorize? (Forthcoming in Organization Science)

INSEAD Working Paper No. 2018/11/STR
Number of pages: 64 Posted: 19 Mar 2018 Last Revised: 11 Mar 2021
University of Lausanne - Faculty of Business and Economics (HEC Lausanne), UCL School of Management, University College London, INSEAD and ETH Zurich
Downloads 1,337 (32,788)
Citation 6

Abstract:

Loading...

Machine learning, algorithmic induction, theory building

2.

Human and AI Ensembles: When Can They Work?

Journal of Management
INSEAD Working Paper No. 2023/54/STR
Number of pages: 66 Posted: 10 Aug 2021 Last Revised: 21 Jan 2025
Nanyang Business School, London Business School, University of Lausanne - Faculty of Business and Economics (HEC Lausanne) and INSEAD
Downloads 662 (86,570)
Citation 19

Abstract:

Loading...

Managerial Decision Making, Project Evaluation, Artificial Intelligence (AI), Algorithm, Organization Design, Ensembling

3.

Design principles for artificial intelligence-augmented decision making: An action design research study

Herath Pathirannehelage, S., Shrestha, Y. R., von Krogh, G. (2024). Design principles for artificial intelligence-augmented decision making: An action design research study. European Journal of Information Systems, https://doi.org/10.1080/0960085X.2024.2330402
Number of pages: 24 Posted: 13 Apr 2022 Last Revised: 26 Mar 2024
Savindu Herath, Yash Raj Shrestha and Georg von Krogh
ETH Zurich, University of Lausanne - Faculty of Business and Economics (HEC Lausanne) and ETH Zurich
Downloads 652 (88,305)
Citation 2

Abstract:

Loading...

AI-augmented decision making, artificial intelligence, decision support systems, design principles, action design research

4.

Artificial Intelligence-Augmented Decision Making in Supply Chain Monitoring: An Action Design Research Study

European Conference on Information Systems 2023 Research Papers https://aisel.aisnet.org/ecis2023_rp/282/
Number of pages: 18 Posted: 01 May 2023 Last Revised: 26 May 2023
ETH Zurich, ETH Zurich, University of Lausanne - Faculty of Business and Economics (HEC Lausanne) and ETH Zurich
Downloads 319 (205,704)

Abstract:

Loading...

AI-augmented decision making, Supply chain monitoring, Design principles, Action design research

5.

Integrating Multimodal Data and Machine Learning for Entrepreneurship Research

Number of pages: 58 Posted: 15 Sep 2022 Last Revised: 28 Apr 2025
Yash Raj Shrestha and Vivianna Fang He
University of Lausanne - Faculty of Business and Economics (HEC Lausanne) and UCL School of Management, University College London
Downloads 236 (280,489)

Abstract:

Loading...

entrepreneurship; multimodal data; machine learning

6.

Building Open-Source AI

Shrestha, Y. R., von Krogh, G., Feuerriegel, S. (2023) Building Open-Source AI, Accepted for Publication at Nature Computational Science
Number of pages: 9 Posted: 30 Nov 2023
Yash Raj Shrestha, Georg von Krogh and Stefan Feuerriegel
University of Lausanne - Faculty of Business and Economics (HEC Lausanne), ETH Zurich and LMU Munich
Downloads 191 (342,970)
Citation 5

Abstract:

Loading...

artificial intelligence, machine learning

7.

Augmenting Organizational Decision-Making with Deep Learning Algorithms: Principles, Promises, and Challenges

Journal of Business Research, 2020
Number of pages: 86 Posted: 17 Nov 2020
Yash Raj Shrestha, Vaibhav Krishna and Georg von Krogh
University of Lausanne - Faculty of Business and Economics (HEC Lausanne), ETH Zürich and ETH Zurich
Downloads 94 (603,520)
Citation 16

Abstract:

Loading...

case studies, tutorial, deep learning, decision-making, artificial intelligence

8.

Supply Chain Resilience Through Artificial Intelligence-Enabled Predictive Maintenance: A Design Science Research Study

Number of pages: 35 Posted: 01 Mar 2025
ETH Zurich, ETH Zurich, University of Lausanne - Faculty of Business and Economics (HEC Lausanne) and ETH Zurich
Downloads 86 (637,868)

Abstract:

Loading...

Digital resilience, supply chain resilience, predictive maintenance, artificial intelligence, design science research

9.

Resolving Governance Disputes in Communities: A Study of Software License Decisions

Strategic Management Journal, Forthcoming
Number of pages: 62 Posted: 28 Apr 2020
UCL School of Management, University College London, INSEAD, University of Lausanne - Faculty of Business and Economics (HEC Lausanne) and ETH Zurich
Downloads 77 (680,484)
Citation 5

Abstract:

Loading...

dispute resolution; community governance; problem solving; machine learning; inductive theorizing

10.

NFT-Enabled Organization Design: Prospects, Promises and Hurdles

Tinguely, P. N., Shrestha, Y. R., (2023) NFT-Enabled Organization Design: Prospects, Promises and Hurdles, Journal of Organization Design
Number of pages: 18 Posted: 26 Oct 2023
Patrick Nicolas Tinguely and Yash Raj Shrestha
ETH Zürich and University of Lausanne - Faculty of Business and Economics (HEC Lausanne)
Downloads 55 (813,308)

Abstract:

Loading...

NFTs, Blockchain, Organization Design, New Forms of Organizing, Future of Work

11.

Human Aversion? Do AI Agents Judge Identity More Harshly Than Performance

Nanyang Business School Research Paper No. 25-07
Number of pages: 14 Posted: 08 Apr 2025 Last Revised: 09 Apr 2025
Yuanjun Feng, Vivek Choudhary and Yash Raj Shrestha
University of Lausanne, Nanyang Business School and University of Lausanne - Faculty of Business and Economics (HEC Lausanne)
Downloads 34 (999,391)

Abstract:

Loading...

AI agents, LLM, Prediction Accuracy, AI behavior, Algorithm aversion

12.

Leveraging AI-Enabled People Analytics for Designing Organizations

Number of pages: 20 Posted: 07 May 2025
University of Lausanne - Faculty of Business and Economics (HEC Lausanne), University of Mannheim and ETH Zürich
Downloads 14 (1,235,978)

Abstract:

Loading...

Artificial Intelligence, AI, Organization Design, People Analytics, Data-Driven Decision Making

13.

Artificial Intelligence in Strategizing: Prospects and Challenges

von Krogh, Ben-Menahem & Shrestha (Forthcoming) Artificial Intelligence in Strategizing: Prospects and Challenges, In I. Duhaime, M. Hitt & M. Lyles (Eds.), Strategic Management: State of the Field and Its Future, Cambridge University Press
Posted: 12 Mar 2021
Georg von Krogh, Shiko Ben-Menahem and Yash Raj Shrestha
ETH Zurich, affiliation not provided to SSRN and University of Lausanne - Faculty of Business and Economics (HEC Lausanne)

Abstract:

Loading...

Strategy, Artificial Intelligence, Strategy-Ai nexus, future of strategy, AI augmentation

Other Papers (1)

Total Downloads: 175
1.

Integrating Advanced Machine Learning in Information Systems Research: What can Automated Machine Learning and Transfer Learning offer?

Number of pages: 39 Posted: 01 Jun 2021
Vaibhav Krishna, Yash Raj Shrestha and Georg von Krogh
Yale University - Yale Institute for Network Science, University of Lausanne - Faculty of Business and Economics (HEC Lausanne) and ETH Zurich
Downloads 175 (738,660)

Abstract:

Loading...

predictive analytics, automated machine learning, feature extraction, transfer learning, big data research, research guidelines