Yash Raj Shrestha

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

Switzerland

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

SCHOLARLY PAPERS

10

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29

CROSSREF CITATIONS

5

Scholarly Papers (10)

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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
Yash Raj Shrestha, Vivianna Fang He, Phanish Puranam and Georg von Krogh
University of Lausanne - Faculty of Business and Economics (HEC Lausanne), University of St. Gallen, INSEAD and ETH Zurich
Downloads 1,245 (32,857)
Citation 6

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Machine learning, algorithmic induction, theory building

2.

Human and AI Ensembles: When Can They Work?

INSEAD Working Paper No. 2023/54/STR, Forthcoming at the Journal of Management
Number of pages: 66 Posted: 10 Aug 2021 Last Revised: 11 Oct 2023
Vivek Choudhary, Arianna Marchetti, Yash Raj Shrestha and Phanish Puranam
Nanyang Business School, London Business School, University of Lausanne - Faculty of Business and Economics (HEC Lausanne) and INSEAD
Downloads 578 (92,689)
Citation 12

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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 Pathirannehelage, Yash Raj Shrestha and Georg von Krogh
ETH Zurich, University of Lausanne - Faculty of Business and Economics (HEC Lausanne) and ETH Zurich
Downloads 564 (95,573)

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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
Savindu Herath Pathirannehelage, Johann Gunnar Johannsson, Yash Raj Shrestha and Georg von Krogh
ETH Zurich, ETH Zurich, University of Lausanne - Faculty of Business and Economics (HEC Lausanne) and ETH Zurich
Downloads 242 (244,654)

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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: 27 Posted: 15 Sep 2022
Yash Raj Shrestha and Vivianna Fang He
University of Lausanne - Faculty of Business and Economics (HEC Lausanne) and University of St. Gallen
Downloads 163 (351,084)

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entrepreneurship; multimodal data; machine learning

6.

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 75 (608,896)
Citation 9

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

7.

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

Strategic Management Journal, Forthcoming
Number of pages: 62 Posted: 28 Apr 2020
Vivianna Fang He, Phanish Puranam, Yash Raj Shrestha and Georg von Krogh
University of St. Gallen, INSEAD, University of Lausanne - Faculty of Business and Economics (HEC Lausanne) and ETH Zurich
Downloads 64 (661,872)
Citation 5

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

8.

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 55 (710,610)
Citation 3

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artificial intelligence, machine learning

9.

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 26 (928,263)

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

10.

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)

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

Other Papers (1)

Total Downloads: 153
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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
ETH Zürich, University of Lausanne - Faculty of Business and Economics (HEC Lausanne) and ETH Zurich
Downloads 153 (738,660)

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