Publications

Article

Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error

By: Celia Cintas, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan and Edward McFowland III

Reliably detecting attacks in a given set of inputs is of high practical relevance because of the vulnerability of neural networks to adversarial examples. These altered inputs create a security risk in applications with real-world consequences, such as self-driving... View Details

Keywords: Autoencoder Networks; Pattern Detection; Subset Scanning; Computer Vision; Statistical Methods And Machine Learning; Machine Learning; Deep Learning; Data Mining; Big Data; Large-scale Systems; Mathematical Methods; Analytics and Data Science

20 Feb 2019
News

Harvard Business School Online Announces Two New Courses, Leadership Principles and Global Business

Research Summary

Product-Market Competition and Managerial Autonomy

It is often argued that competition forces managers to make better choices, thus favoring managerial autonomy in decision making. I formalize and challenge this idea. Suppose that managers care about keeping their position or avoiding interference, and that they can... View Details

July 2023
Case

HealthVerity: Real World Data and Evidence

By: Satish Tadikonda

Andrew Kress (CEO and founder) and his team had built a promising marketplace business at HealthVerity serving its core market in healthcare, with a focus on pharmaceutical R&D and services. Thus far, HealthVerity’s products had been unique to the pharma and pharma... View Details

Keywords: Growth and Development Strategy; Market Entry and Exit; Product Marketing

October 18, 2021
Article

To Regulate Network-Based Platforms, Look at Their Data

By: Chiara Farronato and Daniel Björkegren

Historically, antitrust authorities have taken a laissez-faire approach under the assumption that it is better to err on the side of not intervening when there is uncertainty. This has allowed companies like Google and Facebook to go on a shopping spree to acquire... View Details

Keywords: Antitrust Issues And Policies; Risk and Uncertainty; Digital Platforms; Competitive Advantage; Governing Rules, Regulations, and Reforms; Innovation and Invention; Information Technology Industry

Innovation and Its Discontents: How Our Broken Patent System is Endangering Innovation and Progress, and What to Do About It

The United States patent system has become sand rather than lubricant in the wheels of American progress. Such is the premise behind this provocative and timely book by two of the nation's leading experts on patents and economic... View Details

2022
Article

Climate Change Vulnerability and Currency Returns

By: Alex Cheema-Fox, George Serafeim and Hui (Stacie) Wang

Using measures of physical risk from climate change, we develop a methodology to allocate currency pairs according to a country’s vulnerability and construct portfolios with decreasing vulnerability to physical risk. We show that non-G10 currencies are more vulnerable... View Details

Keywords: Climate Finance; Vulnerabilities; Currencies; Foreign Exchange; Climate Change; Currency; Natural Disasters

13 Feb 2024
Cold Call Podcast

Apple’s Dilemma: Balancing Privacy and Safety Responsibilities

Keywords: Re: Nien-he Hsieh & Henry W. McGee

June 2016
Case

Career at a Crossroad: Akhil and Roopa

By: Noam Wasserman

Akhil Patel is passionate about his business idea: an innovative green technology fuel cell. He wants to dive in and commit to his startup, but Roopa Rao, his fiancee, is much more risk averse, his parents don't approve of the startup, and Akhil has an enticing... View Details

Keywords: Technological Innovation; Opportunities; Decision Choices and Conditions; Business Startups; Green Technology Industry

November 2014 (Revised March 2016)
Background Note

Mental Health and the American Workplace

By: John A. Quelch and Carin-Isabel Knoop

Mental illness has been described as an epidemic affecting nearly a quarter of all Americans in their lifetimes, often during their most productive working years. Managers who can design organizations that maximize mental health can minimize these risks and boost... View Details

Keywords: Public Health; Productivity; Competitiveness; Stress Management; Depression; Absenteeism; Presenteeism; Work Culture; Business or Company Management; Work-Life Balance; Performance Productivity; Organizational Culture; Medical Specialties; Health Care and Treatment; Health Industry; United States

Article

Human Capital and the Future of Work: Implications for Investors and ESG Integration

By: Sakis Kotsantonis and George Serafeim

Human capital development (HCD) is a key consideration for most companies, but only recently have investors focused on understanding the risks and opportunities related to human capital with the emergence of environmental, social, and governance (ESG) investment... View Details

Keywords: Future Of Work; ESG; Employee Engagement; Employee Compensation; Human Capital; Human Resources; Employees; Compensation and Benefits; Wages

TeachingInterests

Managing International Trade and Investment

By: Dante Roscini

Managing International Trade and Investment (MITI) is designed for students who expect to engage directly or indirectly in commerce and in strategic or financial investments across national borders. It covers concepts that are relevant to a number of operating and... View Details

June 2014
Article

Frictions in Shadow Banking: Evidence from the Lending Behavior of Money Market Funds

By: Sergey Chernenko and Adi Sunderam

We document the consequences of money market fund risk taking during the European sovereign debt crisis. Using a novel data set of security-level holdings of prime money market funds, we show that funds with large exposures to risky Eurozone banks suffered significant... View Details

Keywords: Money Market Mutual Funds; European Sovereign Debt Crisis; Runs; Contagion; Risk Taking; Investment Funds; Financial Crisis; Europe

01 Sep 2010
News

Making Your Business Hungry for Change and Innovation

Spring 2015
Article

Bitcoin: Economics, Technology, and Governance

By: Rainer Böhme, Nicolas Christin, Benjamin Edelman and Tyler Moore

Bitcoin is an online communication protocol that facilitates virtual currency including electronic payments. Since its inception in 2009 by an anonymous group of developers, Bitcoin has served tens of millions of transactions with total dollar value in the billions.... View Details

Keywords: Market Platforms; Online Technology; Currency

January 2001
Case

Abgenix and the XenoMouse

By: Robert J. Dolan

Abgenix has a unique method for generating antibodies useful in treating a number of diseases, including cancer. In early 2000, the company's cancer has performed very well in animal testing and is moving to early stage human testing. Abgenix must decide whether to... View Details

Keywords: Product Development; Marketing Strategy; Health Testing and Trials; Risk and Uncertainty; Technological Innovation; Innovation Strategy; Science-Based Business; Biotechnology Industry