Publications

14 Aug 2017
Conference Presentation

A Convex Framework for Fair Regression

By: Richard Berk, Hoda Heidari, Shahin Jabbari, Matthew Joseph, Michael J. Kearns, Jamie Morgenstern, Seth Neel and Aaron Roth

We introduce a flexible family of fairness regularizers for (linear and logistic) regression problems. These regularizers all enjoy convexity, permitting fast optimization, and they span the range from notions of group fairness to strong individual fairness. By varying... View Details

Keywords: Regression Models; Machine Learning; Fairness; Framework; Mathematical Methods

Read Now

June 2016 (Revised August 2019)
Case

Numenta: Inventing and (or) Commercializing AI

By: David B. Yoffie, Liz Kind and David Ben Shimol

In March 2016, Donna Dubinsky (co-founder and CEO) and Jeff Hawkins (co-founder) were struggling with a key question: Could Numenta be successful in both creating fundamental technology and building a commercial business? Located in Redwood City, CA, Numenta was... View Details

Keywords: Artificial Intelligence; Machine Intelligence; Machine Learning; Strategy; Business Model; Entrepreneurship; Information; Technological Innovation; Research; Research and Development; Information Technology; Applications and Software; Technology Adoption; Digital Platforms; Commercialization; AI and Machine Learning

Educators

May 2003 (Revised October 2003)
Case

BEA Systems, Inc.: Constant Reinvention to Cope with Market Waves

Developed in 1995 as a specialist software vendor, BEA Systems, Inc. had already transformed itself twice from a transaction processing product company to a server application provider. By July 2002, it had become the fastest company in history to reach $1 billion in... View Details

Keywords: Organizational Change and Adaptation; Digital Platforms; Business Growth and Maturation; Management Practices and Processes; Applications and Software; Entrepreneurship; Organizational Culture; Web Services Industry; Information Technology Industry

May 1983 (Revised December 1987)
Case

Technical Data Corp.

By: William A. Sahlman

Describes a decision confronting the president of a small company about selling some or all of the shares in his company to another firm. Technical Data Corp. provides analytical services to professional bond market traders over a system of computer terminals operated... View Details

Keywords: Stocks; Entrepreneurship; Business Startups; Internet and the Web; Information Infrastructure; Mobile and Wireless Technology; Valuation; Negotiation Tactics; Mergers and Acquisitions; Corporate Strategy; Horizontal Integration; Information Industry; Service Industry

Educators

Summer 2018
Book Review

Leslie Berlin, Troublemakers: Silicon Valley's Coming of Age

By: William A. Sahlman

Leslie Berlin's book Troublemakers, is an engaging and insightful people-first exploration of the roots of Silicon Valley, from the late 1960s to the early 1980s. Berlin portrays seven individuals who played important roles at critical junctures in the... View Details

Keywords: Silicon Valley; Technological Innovation; Disruptive Innovation; History; California

04 Jun 2012
News

Customers Don't Want More Features

18 Nov 2013
News

The Luck Factor in Great Decisions

November 2022
Article

A Language-Based Method for Assessing Symbolic Boundary Maintenance between Social Groups

By: Anjali M. Bhatt, Amir Goldberg and Sameer B. Srivastava

When the social boundaries between groups are breached, the tendency for people to erect and maintain symbolic boundaries intensifies. Drawing on extant perspectives on boundary maintenance, we distinguish between two strategies that people pursue in maintaining... View Details

Keywords: Culture; Machine Learning; Natural Language Processing; Symbolic Boundaries; Organizations; Boundaries; Social Psychology; Interpersonal Communication; Organizational Culture

October 2007
Article

The Art of Designing Markets

By: Alvin E. Roth

Traditionally, markets have been viewed as simply the confluence of supply and demand. But to function properly, they must be able to attract a sufficient number of buyers and sellers, induce participants to make their preferences clear, and overcome congestion by... View Details

Keywords: Market Design; Market Participation; Market Transactions; Information Technology; Internet and the Web

December 2022
Case

Ed Catmull: Lessons from Leading Pixar Animation Studios

By: Francesca Gino, Linda Hill, Gary Pisano and Ruth Page

This stand-alone multimedia case follows Ed Catmull, cofounder of Pixar, after he was vice president at Lucasfilm. Catmull was honored with five Academy Awards®, including an Oscar of Lifetime Achievement for his technical contributions and leadership in computer... View Details

Keywords: Leadership; Organizational Culture; Motion Pictures and Video Industry

Educators

July 2001 (Revised December 2001)
Case

American Express Interactive

By: Lynda M. Applegate

Follows the protagonist, Sonia Sharpe, as she and her American Express Interactive Team attempt to develop and market an interactive, on-line, corporate travel service in a highly competitive environment. Looks at the possible resources and partnerships a company needs... View Details

Keywords: Corporate Entrepreneurship; Partners and Partnerships; Growth and Development Strategy; Competitive Strategy; Marketing Strategy; Product Positioning; Applications and Software; Technological Innovation; Global Strategy; Expansion; Information Technology; Vertical Integration; Financial Services Industry; Travel Industry

2003
Working Paper

Dynamic Mixed Duopoly: A Model Motivated by Linux vs. Windows

By: Ramon Casadesus-Masanell and Pankaj Ghemawat

This paper analyzes a dynamic mixed duopoly in which a profit-maximizing competitor interacts with a competitor that prices at zero (or marginal cost), with the cumulation of output affecting their relative positions over time. The modeling effort is motivated by... View Details

Keywords: Business Model; Competition; Open Source Distribution; Balance and Stability; Applications and Software; Network Effects; Duopoly and Oligopoly