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Publications

Publications

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  • All HBS Web  (8,099)
    • Faculty Publications  (2,125)

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    • All HBS Web  (8,099)
      • Faculty Publications  (2,125)

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      • Teaching Interest

      Interpretability and Explainability in Machine Learning

      By: Himabindu Lakkaraju

      As machine learning models are increasingly being employed to aid decision makers in high-stakes settings such as healthcare and criminal justice, it is important to ensure that the decision makers correctly understand and consequent trust the functionality of these... View Details

      • 14 Aug 2017
      • Conference Presentation

      Interpretable and Explorable Approximations of Black Box Models

      By: Himabindu Lakkaraju, Ece Kamar, Rich Caruana and Jure Leskovec
      Citation
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      Lakkaraju, Himabindu, Ece Kamar, Rich Caruana, and Jure Leskovec. "Interpretable and Explorable Approximations of Black Box Models." Paper presented at the 4th Workshop on Fairness, Accountability, and Transparency in Machine Learning, Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD), Halifax, NS, Canada, August 14, 2017.
      • Research Summary

      Intra-Industry Foreign Direct Investment (joint with Andrew Charlton)

      By: Laura Alfaro
      We identify a new type of vertical foreign direct investment (FDI) made up of multinational subsidiaries producing intermediate inputs, which are of similar skill intensity to the final goods produced by their parents, and which are overwhelmingly located in high skill... View Details
      • Teaching Interest

      Investing: Risk, Return and Impact (MBA)

      By: Shawn A. Cole

      This is an investing/finance course, designed to build on skills introduced in the RC finance course, but with an emphasis on how and whether investors should incorporate what have traditionally been considered “non-financial” criteria in their decisions: for... View Details

      • Teaching Interest

      Investment Management Workshop

      By: Luis M. Viceira
      Investing and Strategic Decision-Making for Principals, Portfolio Managers, and Executives of Asset Management Firms

      For nearly 50 years, the Investment Management Workshop (IMW) has convened the world's top principals, portfolio managers, and... View Details
      • Research Summary

      Islamic Financing Practices

      By: Samuel L. Hayes
      Samuel L. Hayes III is examining (with faculty of Harvard University's Law School and Center for Middle Eastern Studies) Islamic banking and investment practices. Because the Koran prohibits the payment of fixed interest and guarantees on funds invested either with... View Details
      • 2024
      • Dictionary Entry

      Jerry R. Green (1946-)

      By: Eddie Dekel, John Geanakoplos and Scott Duke Kominers
      Jerry Green has a deep and long-standing connection to Harvard University, and in particular with its Economics Department. This paper begins by reviewing his intellectual background, and then turns to exploring how he has influenced scholars through his wide-ranging... View Details
      Keywords: Economics; Microeconomics; Theory; History; Game Theory; Decision Choices and Conditions; Education Industry; North America; United States; Cambridge; Massachusetts; Boston
      Citation
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      Dekel, Eddie, John Geanakoplos, and Scott Duke Kominers. "Jerry R. Green (1946-)." In The Palgrave Companion to Harvard Economics, edited by Robert Cord. Palgrave Macmillan, forthcoming.
      • Teaching Interest

      Leadership and Corporate Accountability

      By: Paul M. Healy
      This course focuses on the responsibilities of companies, their leaders, and their boards. Its aim is to deepend students' understanding of the economic, legal, and ethical dimensions of these responsibilities and to provide practical guidance on driving performance... View Details
      • Teaching Interest

      Leadership and Organizational Behavior (LEAD)

      By: Ethan S. Bernstein

      Professor Bernstein taught Leadership and Organizational Behavior (LEAD) from 2013-2016 (7 sections).  This course focuses on how managers become effective leaders by addressing the human side of enterprise.

      The course is divided into five modules:View Details

      Keywords: Leadership; Organizations; Personal Development and Career; Relationships; Communication
      • Research Summary

      Leadership, Innovation, and Talent Management

      By: Linda A. Hill
      Hill is working on various research projects. The first, Leadership as Collective Genius, explores the relationships among leadership, creativity and diversity, more specifically the kind of collaborative work necessary for innovation in today's global enterprise. The... View Details
      • Teaching Interest

      Leading Change and Organizational Renewal

      By: Michael L. Tushman
      Market-leading organizations habitually innovate, adjust quickly to new business conditions, and seize emerging opportunities before competitors do. They perform efficiently today while continuing to explore new sources of value for tomorrow. Such companies don't just... View Details
      • Teaching Interest

      Leading Innovation and Change

      By: Michael L. Tushman
      This portion of a doctoral seminar at the Harvard Graduate School of Education explores the relationship between innovation, organization design, and leadership in complex educational environments.  We pay particular attention to leading large system change. View Details
      • Teaching Interest

      Leading Professional Service Firms

      By: Andy Wu
      As entry barriers rapidly disappear, competition is accelerating and reshaping the business landscape for professional service firms. Navigating this continual change successfully requires extraordinary leadership abilities. This professional service firm... View Details
      • Research Summary

      Making Markets Work: An Executive Education Program for Africa

      By: Debora L. Spar
      In the last decades of the 20th century economic growth was distributed unevenly across the world. While some countries experienced sustained and unprecedented prosperity, others fell further and further behind. This widening gap was particularly evident in Africa,... View Details
      • Research Summary

      Managers and Employees: Justice at Work

      By: Nien-he Hsieh

      The employment relationship represents another significant area for managerial decision making. While much of what managers and employees owe one another depends upon mutual agreement, not all of the terms can be specified in advance. Given these conditions, what... View Details

      • Teaching Interest

      Managing Human Capital

      By: Ethan S. Bernstein

      The Managing Human Capital course has been specifically designed to teach practical skills for the future general manager (not just the human resource practitioner) who seeks to manage both other people and her or his own career with optimal... View Details

      Keywords: Human Capital; Hiring; Socialization; Performance Management; Compensation And Benefits; Talent Development And Retention; Structure; Career Management; Human Resources; Leadership; Personal Development and Career; Organizations; Organizational Culture; Organizational Design; Organizational Structure; Africa; Asia; Europe; Middle East; Latin America; North and Central America; South America
      • Research Summary

      Managing Product Development in Rapidly Changing Environments

      By: Alan D. MacCormack
      A consistent finding in many studies of innovation is the repeated failure of established firms when faced with radical changes in their core markets or technologies. Professor MacCormack's research takes the view that many of these failures can be attributed to the... View Details
      • Research Summary

      Managing the Operating Role of Customers

      By: Frances X. Frei
      Customers in operating roles introduce considerable variability into the production environment including differences in the demands they impose on the environment and the unpredictability of those demands. When customers are the source of production variability, the... View Details
      • Research Summary

      Marketing Challenges in India

      By: Das Narayandas
      Das is writing a series of field cases that explore the challenges faced by firms in the rapidly evolving and growing Indian economy.  View Details
      • 2015
      • Other Teaching and Training Material

      Marketing Reading: Digital Marketing

      By: Sunil Gupta and Joseph Davin
      Digital technology has changed how consumers search for information, interact with each other, and buy products. The popularization of these technologies has made it possible for companies to have a better understanding of their customers' decision journey and... View Details
      Keywords: Advertising; Buzz Marketing; Internet Marketing; Marketing; Marketing Management; Social Media; Social Networks; Viral Marketing; Word-of-mouth Marketing; Digital; Internet; Marketing Channels; Marketing Reference Programs; Online Advertising; Advertising Industry
      Citation
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      Related
      Gupta, Sunil, and Joseph Davin. "Marketing Reading: Digital Marketing." Core Curriculum Readings Series. Boston: Harvard Business Publishing 8224, 2015.
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