Publications

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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

01 Sep 2014
News

Book Review: Getting Beyond Yes

efficient, it is so much more powerful than the normal academic method of doing research that I will never do that again. Every time I do research, I am going to do the crowdsourcing from our alumni.”... View Details

Keywords: Maureen Harmon; faculty research; faculty books

28 Feb 2020
News

Filling the White Space

companies involved in research into psychedelic compounds for medical use. (Compass has been granted a US patent that covers a method of obtaining psilocybin to treat drug-resistant depression; the treatment... View Details

Keywords: venture capital; pharmaceutical research; innovative investing

1997
Chapter

On the Role of the Wiener Process in Finance Theory and Practice: The Case of Replicating Portfolios

By: Robert C. Merton

Keywords: Mathematical Methods

23 Oct 2019
News

Preparing Leaders to Leverage Artificial Intelligence

adopted AI in some capacity. At HBS, faculty research and teaching reflect the growing importance of training leaders who can both leverage AI’s possibilities and avoid its pitfalls. Recently, Jan Rivkin, faculty head of the MBA Program... View Details

Keywords: Intellectual Ambition; Pathbreaking Research; Artificial Intelligence

2006
Working Paper

Managing Functional Biases in Organizational Forecasts: A Case Study of Consensus Forecasting in Supply Chain Planning

To date, little research has been done on managing the organizational and political dimensions of generating and improving forecasts in corporate settings. We examine the implementation of a supply chain planning process at a consumer electronics company, concentrating... View Details

Keywords: Prejudice and Bias; Business or Company Management; Supply Chain Management; Forecasting and Prediction; Planning; Electronics Industry

07 Oct 2022
News

A Case for Greater Representation: A Q+A with Eric Calderon (MBA 2013) on Harvard Business School Admissions’ Use of “Latinos and the MBA Option”

09 Nov 2022
Video

Behind the Scenes of Writing a Case Study: Moving the Nascent Air Taxi Industry Closer to Take Off

July 2008 (Revised May 2009)
Teaching Note

The Springfield Nor'easters: Maximizing Revenues in the Minor Leagues (Brief Case)

By: Frank V. Cespedes, Christopher H. Lovelock and Laura Winig

Teaching Note for 2510 View Details

Keywords: Market Research; Quantitative Analysis; Consumer Marketing; Pricing Strategy; Price; Mathematical Methods; Marketing Channels

January–February 2021
Article

Making Space for Emotions: Empathy, Contagion, and Legitimacy’s Double-Edged Sword

By: Andreea Gorbatai, Cyrus Dioun and Kisha Lashley

Legitimacy is critical to the formation and expansion of nascent fields because it lends credibility and recognizability to once overlooked actors and practices. At the same time, legitimacy can be a double-edged sword precisely because it facilitates field growth,... View Details

Keywords: Legitimacy; Collective Identity; Emotional Contagion; Field-congifiguring Events; Empathy; Natural Language Processing; Mixed Methods; Organizational Culture; Emotions; Groups and Teams

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November–December 2019
Article

Pivoting Isn't Enough? Managing Strategic Reorientation in New Ventures

By: Rory McDonald and Cheng Gao

New ventures often experience deviations from their plans that oblige them to reorient in pursuit of better fit between their evolving products and their target customers. Yet research is largely silent on how managers explain such changes and justify their ventures in... View Details

Keywords: Strategic Reorientation; Technology Entrepreneurship; Innovation; Product Development Processes; Organizational Adaptation; Qualitative Methods (General); Entrepreneurship; Information Technology; Organizational Change and Adaptation; Strategy; Innovation and Invention; Product Development; Communication Strategy

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2023
Article

Building the Business Case for an Inclusive Approach to Digital Health Measurement with a Web App (Market Opportunity Calculator): Instrument Development Study

By: Mitchell Tang, Yashoda Sharma, Jennifer C. Goldsack and Ariel Dora Stern

Background: The use of digital health measurement tools has grown substantially in recent years. However, there are concerns that the promised benefits from these products will not be shared equitably. Underserved populations, such as those with lower education and... View Details

Keywords: Demographics; Product Development; Health Care and Treatment; Medical Devices and Supplies Industry

May 2004
Article

The Case for International Coordination of Electricity Regulation: Evidence from the Measurement of Efficiency in South America

A decade of experience has shown that monitoring the performance of public and private monopolies is the hardest part of electricity sector reform in South America—because operators control most of the information needed for effective regulation. South American... View Details

Keywords: Information; Mathematical Methods; Monopoly; Globalization; Energy Sources; Energy Industry; South America

23 May 2023

A fireside chat with Entrepreneurship Professor Scott Kominers and HBS California Research Center Executive Director Allie Ciechanover

Ever wonder where HBS case studies come from? Curious about how the HBS curriculum prepares students for careers in tech? Want to learn about how to make the most of your time on campus to get ready for your tech career? Join us for a... View Details

September 2024
Case

Myeloma Investment Fund

By: Kyle Myers and Scott Sawaya

This case explores a critical decision facing the Myeloma Investment Fund (MIF) as it evaluates two investment opportunities aimed at accelerating a cure for multiple myeloma.

The MIF, a venture philanthropy fund, must choose between two distinct paths. One... View Details

Keywords: Venture Philanthropy; Biomedical Research; Investing For Impact; Innovation ＆ Entrepreneurship; Venture Capital; Science-Based Business; Philanthropy and Charitable Giving; Decision Making; Health Care and Treatment; Biotechnology Industry; Pharmaceutical Industry

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