Publications

2023
Working Paper

Black-box Training Data Identification in GANs via Detector Networks

By: Lukman Olagoke, Salil Vadhan and Seth Neel

Since their inception Generative Adversarial Networks (GANs) have been popular generative models across images, audio, video, and tabular data. In this paper we study whether given access to a trained GAN, as well as fresh samples from the underlying distribution, if... View Details

Keywords: Cybersecurity; Copyright; AI and Machine Learning; Analytics and Data Science

May 2018 (Revised October 2018)
Case

Argentina Power—Don't Cry for Me Argentina

By: Nori Gerardo Lietz and Sayiddah Fatima McCree

In 2016, Bruce Wayne, Managing Director of Energy Finance Corporation (“EFC”), was refining the Investment/Credit Committee materials for the development of up to 10 power generating plants in Argentina. As a subsidiary of the much larger International Conglomerate... View Details

Keywords: Cross Border; Energy Markets; Infrastructure Finance; Infrastructure Development; Business Subsidiaries; Business Cycles; Macroeconomics; Energy Generation; International Finance; Project Finance; Government and Politics; Demand and Consumers; Infrastructure; Utilities Industry; Energy Industry; Financial Services Industry; Argentina; Latin America

November, 2016
Article

Fixing Discrimination in Online Marketplaces

By: Ray Fisman and Michael Luca

Online marketplaces such as eBay, Uber, and Airbnb have the potential to reduce racial, gender, and other forms of bias that affect the off-line world. And in the early days of Internet commerce, the relative anonymity of transactions did make it harder for... View Details

Keywords: Prejudice and Bias; Digital Platforms; Internet and the Web; Race; Gender

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February 2016 (Revised July 2017)
Case

Leadership and Independence at the Federal Reserve

By: David Moss and Marc Campasano

“From the Great Depression, to the stagflation of the seventies, to the current economic crisis caused by the housing bubble, every economic downturn suffered by this country over the past century can be traced to Federal Reserve policy.” Ron Paul, a Republican from... View Details

Keywords: Government Legislation; Central Banking; Policy; Financial Crisis; Business and Government Relations; Banking Industry; Public Administration Industry; United States

2015
Chapter

"Level II" Negotiation Strategies: Advance Your Interests by Helping to Solve Their Internal Problems

By: James K. Sebenius

Many negotiators have constituencies that must formally or informally approve an agreement. Traditionally, it is the responsibility of each negotiator to manage the internal conflicts and constituencies on his or her own side. Far less familiar are the many valuable... View Details

Keywords: Negotiation Tactics; Negotiation Participants; Negotiation Deal

November 2007
Article

Solve the Succession Crisis by Growing Inside-Outside Leaders

By: Joseph L. Bower

This article includes a one-page preview that quickly summarizes the key ideas and provides an overview of how the concepts work in practice along with suggestions for further reading. In his interviews and data analysis, Harvard Business School professor Bower found... View Details

Keywords: Talent and Talent Management; Leadership Development; Management Practices and Processes; Management Succession; Planning

27 Sep 2016
HBS Seminar

Catherine Tinsley, Georgetown University McDonough School of Business

Experimentation Works: The Surprising Power of Business Experiments

* Top 10 Technology Books of 2020 (Forbes)
* 10 Best Business Books of 2020 (Inc. Magazine)
* Top Shelf Pick of Best Business Books 2020: Technology & Innovation (Strategy + Business)
* 9 Best Business Books for 2020... View Details

Summer 2013
Article

A Tale of Two Stories: Sustainability and the Quarterly Earnings Call

By: Robert G. Eccles and George Serafeim

One of the challenges companies claim to face in making sustainability a core part of their strategy and operations is that the market does not care about sustainability, either in general or because the time frames in which it matters are too long. The response of... View Details

Keywords: Sustainability; Communication; Integrated Corporate Reporting; Investment; Environmental Sustainability

07 Feb 2013
Working Paper Summaries

Which Does More to Determine the Quality of Corporate Governance in Emerging Economies, Firms or Countries?

Keywords: by Andrea Hugill & Jordan Siegel

23 Aug 2012
Working Paper Summaries

Field Evidence on Individual Behavior & Performance in Rank-Order Tournaments

Keywords: by Kevin J. Boudreau, Constance E. Helfat, Karim R. Lakhani & Michael Menietti

03 Apr 2008
Working Paper Summaries

Bridge Building in Venture Capital-Backed Acquisitions

Keywords: by Paul A. Gompers & Yuhai Xuan

Teaching Interest

Data Science for Managers

Served as a teaching fellow; assisted MBA students with classroom coding exercises.
Developed course materials, including new case studies, technical notes, and code notebooks students used to analzye case data.
Developed interactive web... View Details

September 2023 (Revised June 2024)
Case

Kaspi.kz: Building Trust through Innovation

By: Sandra J. Sucher, Fares Khrais and Marilyn Morgan Westner

This case is written to help students explore how companies can maintain and develop trust while innovating, how to identify and respond effectively to warning signs that they may not be as trusted as they believe, and how being trusted can aid in expanding and growing... View Details

Keywords: Growth and Development Strategy; Organizational Culture; Trust; Technology Adoption; Innovation and Invention; Banking Industry

July–August 2023
Article

Demand Learning and Pricing for Varying Assortments

By: Kris Ferreira and Emily Mower

Problem Definition: We consider the problem of demand learning and pricing for retailers who offer assortments of substitutable products that change frequently, e.g., due to limited inventory, perishable or time-sensitive products, or the retailer’s desire to... View Details

Keywords: Experiments; Pricing And Revenue Management; Retailing; Demand Estimation; Pricing Algorithm; Marketing; Price; Demand and Consumers; Mathematical Methods

February 2021
Article

Assessment of Electronic Health Record Use Between U.S. and Non-U.S. Health Systems

By: A Jay Holmgren, Lance Downing, David W. Bates, Tait D. Shanafelt, Arnold Milstein, Christopher Sharp, David Cutler, Robert S. Huckman and Kevin A. Schulman

Importance: Understanding how the electronic health record (EHR) system changes clinician work, productivity, and well-being is critical. Little is known regarding global variation in patterns of use.
Objective: To provide insights into which EHR... View Details

Keywords: Electronic Health Records; Health Care and Treatment; Online Technology; Health Industry; Information Technology Industry

October 2020 (Revised November 2020)
Case

Wilderness Safaris: Impact Investing and Ecotourism Conservation in Africa

By: James E. Austin, Megan Epler Wood and Herman B. "Dutch" Leonard

In 2018 the majority ownership of publicly owned Wilderness Safaris, the leading high-end ecotourism company in Africa with safari operations in eight countries, was acquired by The Rise Fund, one of the world’s largest private social impact investing funds, and by FS... View Details