Publications
Publications
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- Faculty Publications (7)
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- 2023
- Working Paper
Design-Based Inference for Multi-arm Bandits
By: Dae Woong Ham, Iavor I. Bojinov, Michael Lindon and Martin Tingley
Multi-arm bandits are gaining popularity as they enable real-world sequential decision-making across application areas, including clinical trials, recommender systems, and online decision-making. Consequently, there is an increased desire to use the available... View Details
- April 2023
- Technical Note
An Art & A Science: How to Apply Design Thinking to Data Science Challenges
By: Michael Parzen, Eddie Lin, Douglas Ng and Jessie Li
We hear it all the time as managers: “what is the data that backs up your decisions?” Even local mom-and-pop shops now have access to complex point-of-sale systems that can closely track sales and customer data. Social media influencers have turned into seven-figure... View Details
- 18 Nov 2016
- Conference Presentation
Rawlsian Fairness for Machine Learning
By: Matthew Joseph, Michael J. Kearns, Jamie Morgenstern, Seth Neel and Aaron Leon Roth
Motivated by concerns that automated decision-making procedures can unintentionally lead to discriminatory behavior, we study a technical definition of fairness modeled after John Rawls' notion of "fair equality of opportunity". In the context of a simple model of... View Details
- January 2013
- Case
Cabot Corporation: The Fuel Cell Decision (A)
By: Willy Shih and Ying Zhou
Managers at Cabot Corporation are faced with deciding the future of its fuel cell program. The (A) case recounts the view of the business manager and the technical project lead, and the (B) case describes the perspective of a senior manager who is the head of the New... View Details
Keywords: Technical Decision-making; Decision-making Process; Fuel Cells; Decision Choices and Conditions; Decisions; Judgments; Business Plan; Business Exit or Shutdown; Energy Generation; Energy Sources; Innovation and Management; Innovation Strategy; Technological Innovation; Research and Development; Science-Based Business; Commercialization; Technology Industry; Manufacturing Industry; Massachusetts; United States
- January 2013
- Supplement
Cabot Corporation: The Fuel Cell Decision (B)
By: Willy Shih and Ying Zhou
Managers at Cabot Corporation are faced with deciding the future of its fuel cell program. The (A) case recounts the view of the business manager and the technical project lead, and the (B) case describes the perspective of a senior manager who is the head of the New... View Details
Keywords: Technical Decision-making; Decision Making Process; Fuel Cells; Decision Choices and Conditions; Decisions; Judgments; Business Plan; Business Exit or Shutdown; Energy Generation; Energy Sources; Innovation and Management; Innovation Strategy; Technological Innovation; Research and Development; Science-Based Business; Commercialization; Technology Industry; Manufacturing Industry; United States; Massachusetts
- November 2012
- Case
CSIRO: The Light Metals Flagship Decision
By: Willy Shih, Margaret P. Pierson and Dawn Lau
This case explores the challenge of investing in basic research as a public good. CSIRO was Australia's leading science and research agency, and it was chartered to enhance national prosperity through R&D. Its Flagships program was designed to align research interests... View Details
Keywords: R＆D; Basic Research; Government-funded Research; Public Goods; Extractive Industries; Metals; Metals Processing; Decision Choices and Conditions; Decisions; Globalized Markets and Industries; Growth and Development; Innovation Strategy; Technological Innovation; Research and Development; Science-Based Business; Technology Adoption; Technology Platform; Manufacturing Industry; Mining Industry; Oceania; Australia
- 2010
- Working Paper
Lawful but Corrupt: Gaming and the Problem of Institutional Corruption in the Private Sector
This paper describes how the gaming of society's rules by corporations contributes to the problem of institutional corruption in the world of business. "Gaming" in its various forms involves the use of technically legal means to subvert the intent of society's rules in... View Details