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Publications
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- Faculty Publications (8)
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- 2022
- Article
Exploring Counterfactual Explanations Through the Lens of Adversarial Examples: A Theoretical and Empirical Analysis.
By: Martin Pawelczyk, Chirag Agarwal, Shalmali Joshi, Sohini Upadhyay and Himabindu Lakkaraju
As machine learning (ML) models become more widely deployed in high-stakes applications, counterfactual explanations have emerged as key tools for providing actionable model explanations in practice. Despite the growing popularity of counterfactual explanations, a...
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- 2021
- Chapter
International Business History and the Strategy of Multinational Enterprises: How History Matters
By: Geoffrey Jones and Teresa da Silva Lopes
This chapter provides an overview of the evolution of international business over the long-run as well as the strategies of MNEs. It highlights how strategies became more complex over time with MNEs moving from being coordinators of resources and managers of...
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- Article
Seeker Beware: The Interpersonal Costs of Ignoring Advice
Prior advice research has focused on why people rely on (or ignore) advice and its impact on judgment accuracy. We expand the consideration of advice-seeking outcomes by investigating the interpersonal consequences of advice seekers’ decisions. Across nine studies, we...
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- September 2018
- Supplement
Advent International: Kroton Investment
By: Victoria Ivashina, Priscilla Zogbi and Ruth Kostas
Keywords:
Private Equity;
Acquisition;
IPO;
Valuation;
Education;
Distance Learning;
Turnaround;
Growth;
Exit;
PE;
Buyer;
Middle-class;
Low Income;
K-12;
Entrepreneur;
Family Business;
University;
College;
Consolidation;
Fragmentation;
Penetration;
Value;
Shares;
Control;
Negotiation;
Equity;
Transaction;
Board;
Majority;
Minority;
Post-secondary;
Leverage;
Campus;
Deal;
Shareholder;
Tag Along
- September 2018
- Case
Advent International: Kroton Investment
By: Victoria Ivashina, Ruth Kostas and Priscilla Zogbi
Keywords:
Private Equity;
Acquisition;
IPO;
Valuation;
Education;
Distance Learning;
Turnaround;
Growth;
Exit;
PE;
Buyer;
Middle-class;
Low Income;
K-12;
Entrepreneur;
Family Business;
University;
College;
Consolidation;
Fragmentation;
Penetration;
Value;
Shares;
Control;
Negotiation;
Equity;
Transaction;
Board;
Majority;
Minority;
Post-secondary;
Leverage;
Campus;
Deal;
Shareholder;
Tag Along;
Brazil;
Latin America
- August 2018 (Revised April 2019)
- Case
Chateau Winery (A): Unsupervised Learning
By: Srikant M. Datar and Caitlin N. Bowler
This case follows Bill Booth, marketing manager of a regional wine distributor, as he applies unsupervised learning on data about his customers’ purchases to better understand their preferences. Specifically, he uses the K-means clustering technique to identify groups...
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- July 1989
- Article
Immunizing Children Against the Negative Effects of Reward
By: B. A. Hennessey, T. M. Amabile and M. Martinage
Two studies were conducted to examine the effect of intrinsic motivation training on children's subsequent motivational orientation and creativity in an expected reward situation. Past research has demonstrated the overjustification effect: Children who work on an...
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- Research Summary
Overview
In examining the competitive dynamics of R&D strategy, Josh has become particularly interested in how the introduction of new knowledge generated by rivals impacts the direction of R&D efforts. Understanding how new information alters project portfolio decisions is...
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