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  • All HBS Web  (7,860)
    • People  (28)
    • News  (2,448)
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    • Events  (43)
    • Multimedia  (74)
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  • 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
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Berk, Richard, Hoda Heidari, Shahin Jabbari, Matthew Joseph, Michael J. Kearns, Jamie Morgenstern, Seth Neel, and Aaron Roth. "A Convex Framework for Fair Regression." Paper presented at the 4th Workshop on Fairness, Accountability, and Transparency in Machine Learning, Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD), August 14, 2017.
  • March 2024
  • Article

When Are Social Protests Effective?

By: Eric Shuman, Amit Goldenberg, Tamar Saguy, Eran Halperin and Martijn van Zomeren
Around the world, people engage in social protests aimed at addressing major societal problems. Certain protests have led to significant progress, yet other protests have resulted in little demonstrable change. We introduce a framework for evaluating the effectiveness... View Details
Keywords: Protests; Social Issues; Outcome or Result; Measurement and Metrics; Power and Influence; Motivation and Incentives
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Shuman, Eric, Amit Goldenberg, Tamar Saguy, Eran Halperin, and Martijn van Zomeren. "When Are Social Protests Effective?" Trends in Cognitive Sciences 28, no. 3 (March 2024): 252–263.
  • Web

Prelude - Option Pricing in Theory & Practice: The Nobel Prize Research of Robert C. Merton - Exhibits - Historical Collections

theories spanning the twentieth century. From Louis Bachelier, an obscure French mathematician who wrote at the turn of the century, through the contributions of scholars such... View Details

    Jaxon Wu

    Jaxon Wu earned his Bachelor of Arts with Honors from Johns Hopkins University where he studied History of Science, Medicine, and Technology and Mathematics. In college, Jaxon worked at both the Johns Hopkins University School of Medicine and the Johns Hopkins... View Details
    • September 2017 (Revised September 2023)
    • Case

    Chase Sapphire: Creating a Millennial Cult Brand

    By: Shelle Santana, Jill Avery and Christine Snively
    The launch of the Chase Sapphire Reserve credit card was enthusiastically received by millennial consumers, a cohort that had previously eluded JPMorgan Chase and its competitors. With the one-year anniversary of the launch approaching, managers are focused on... View Details
    Keywords: Brand & Product Management; Product Strategy; New Product Development; Credit Card; Customer Acquisition; CRM; Millennials; Marketing; Marketing Strategy; Brands and Branding; Credit Cards; Product Development; Product Launch; Customer Relationship Management; Consumer Behavior; Demographics; Financial Services Industry; Service Industry; Banking Industry; United States; North America
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    Santana, Shelle, Jill Avery, and Christine Snively. "Chase Sapphire: Creating a Millennial Cult Brand." Harvard Business School Case 518-024, September 2017. (Revised September 2023.)
    • March 2003 (Revised March 2004)
    • Case

    Noodles & Company

    Aaron Kennedy has successfully grown Noodles & Co. from a single global noodle shop to a chain of 58 restaurants spanning six states in seven years. In the face of increasing competition, Kennedy has plans to roll out 240 new stores in the next four years. He must... View Details
    Keywords: Competition; Expansion; Business Growth and Maturation; Organizational Culture; Franchise Ownership; Growth and Development Strategy; Retail Industry; Food and Beverage Industry; United States
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    Cyr, Linda A. "Noodles & Company." Harvard Business School Case 803-174, March 2003. (Revised March 2004.)

      Nitin Nohria

      Nitin Nohria served as the tenth dean of Harvard Business School from 2010-2020. He previously served as co-chair of the Leadership Initiative, Senior Associate Dean of Faculty Development, and Head of the Organizational Behavior unit.

      As Dean, building on... View Details

      Keywords: accounting industry; arts; biotechnology; emerging market private equity; energy; executive search; financial services; green technology; health care; high technology; industrial goods; information technology industry; infrastructure industry; investment banking industry; legal services; management consulting; manufacturing; oil & gas; petroleum; pharmaceuticals; professional services
      • 2022
      • Article

      A Human-Centric Take on Model Monitoring

      By: Murtuza Shergadwala, Himabindu Lakkaraju and Krishnaram Kenthapadi
      Predictive models are increasingly used to make various consequential decisions in high-stakes domains such as healthcare, finance, and policy. It becomes critical to ensure that these models make accurate predictions, are robust to shifts in the data, do not rely on... View Details
      Keywords: AI and Machine Learning; Research and Development; Demand and Consumers
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      Shergadwala, Murtuza, Himabindu Lakkaraju, and Krishnaram Kenthapadi. "A Human-Centric Take on Model Monitoring." Proceedings of the AAAI Conference on Human Computation and Crowdsourcing (HCOMP) 10 (2022): 173–183.
      • 11 Sep 2017
      • News

      Jeannie and Jonathan Lavine Make Record-Breaking $12 Million Gift for Scholarship Aid for First-Generation Students

      • 09 Jan 2024
      • Blog Post

      Insights From Harvard Business School’s Peek Program

      program. Why did you decide to participate in Peek? Full disclosure: I am not a stranger to Harvard. In Spring 2022, I studied at Harvard College as a Visiting Student. The following summer, I worked as Research Support at Harvard... View Details
      • January 1996
      • Background Note

      The Motivation for Creativity in Organizations

      By: Teresa M. Amabile
      People will be most creative when they feel motivated primarily by the interest, enjoyment, satisfaction, and challenge of the work itself--when they are driven by a deep involvement in their work and a passion for it. This note describes the ways in which creativity... View Details
      Keywords: Compensation and Benefits; Managerial Roles; Organizations; Creativity; Motivation and Incentives; Satisfaction
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      Amabile, Teresa M. "The Motivation for Creativity in Organizations." Harvard Business School Background Note 396-240, January 1996.
      • 22 Dec 2022
      • Blog Post

      Climate Stories Episode #13: Democratizing Climate Returns - Nisha Desai (HBS 1997), Founder and CEO of Invest With Intention

      found that 79% of retail investors are interested in sustainable investing. The Federal Reserve calculates that some 9 million households under age 45 have $3.4 trillion in investable assets. The Security and Exchange Committee has... View Details
      • Article

      How Institutional Investors Frame Their Losses: Evidence on Dynamic Loss Aversion from Currency Portfolios

      By: Kenneth A. Froot, John Arabadjis, Sonya Cates and Stephen Lawrence
      Currency investors exhibit a tendency to cut risk by pairing both longs and shorts following losses and a weaker tendency to add risk following gains. By differentiating between position level, portfolio level, and aggregate cross-portfolio losses in currency... View Details
      Keywords: Loss Aversion; Decision Choices and Conditions; Currency; Investment; Risk Management; Behavioral Finance
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      Froot, Kenneth A., John Arabadjis, Sonya Cates, and Stephen Lawrence. "How Institutional Investors Frame Their Losses: Evidence on Dynamic Loss Aversion from Currency Portfolios." Journal of Portfolio Management 38, no. 1 (Fall 2011): 60–68.
      • 14 Sep 2011
      • Working Paper Summaries

      Ethnic Innovation and US Multinational Firm Activity

      Keywords: by C. Fritz Foley & William R. Kerr
      • 23 Feb 2024
      • News

      Antisemitism Working Group Q+A

        Dr. Elizabeth Mary Okelo

        Keywords: Financial services; Education
        • 2022
        • Book

        Complicit: How We Enable the Unethical and How to Stop

        By: Max H. Bazerman
        It is easy to condemn obvious wrongdoers such as Elizabeth Holmes, Adam Neumann, Harvey Weinstein, and the Sackler family. But we rarely think about the many people who supported their unethical or criminal behavior. In each case there was a supporting cast of... View Details
        Keywords: Complicity; Enabling; Ethics; Behavior; Personal Characteristics; Society
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        Bazerman, Max H. Complicit: How We Enable the Unethical and How to Stop. Princeton, NJ: Princeton University Press, 2022.

          How Many Direct Reports?

          If senior executives are feeling ever-increasing pressure on their time—and few would suggest that’s not the case—why would they add more to their plates? It seems counterintuitive, but according to our research into C-level roles over the... View Details

          • 23 Sep 2024
          • Blog Post

          HBS Latino Student Association Spotlight: Sebastian Forero (MBA 2025)

          The Latino Student Organization (LASO) proudly promotes and supports Harvard Business School’s Latino students and works alongside the Latino Alumni Association (HBSLAA). Representing a wide range of... View Details
          • 08 Mar 2024
          • News

          Islamophobia and Anti-Arabism Working Group Q+A

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