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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
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      Cintas, Celia, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan, and Edward McFowland III. "Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error." Proceedings of the International Joint Conference on Artificial Intelligence 29th (2020).
      • 2020
      • Article

      Remaking the Imperial Presidency: The Mayaguez Incident of 1975 and the Contradictions of Credibility

      By: Mattias Fibiger
      This article argues that the Mayaguez incident of 1975 was a missed opportunity to establish a more democratic American foreign policy. President Gerald Ford managed the crisis with an eye toward domestic and international credibility. But his conception of credibility... View Details
      Keywords: Foreign Policy; Presidency; Ford Administration; Government and Politics; History; Crisis Management; United States
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      Fibiger, Mattias. "Remaking the Imperial Presidency: The Mayaguez Incident of 1975 and the Contradictions of Credibility." Diplomacy & Statecraft 31, no. 1 (2020): 118–142.
      • Article

      Signaling When Nobody Is Watching: A Reputation Heuristics Account of Outrage and Punishment in One-shot Anonymous Interactions

      By: Jillian J. Jordan and David G. Rand
      Moralistic punishment can confer reputation benefits by signaling trustworthiness to observers. However, why do people punish even when nobody is watching? We argue that people often rely on the heuristic that reputation is typically at stake, such that reputation... View Details
      Keywords: Signaling; Morality; Trustworthiness; Anger; Third-party Punishment; Moral Sensibility; Behavior; Trust; Reputation
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      Jordan, Jillian J., and David G. Rand. "Signaling When Nobody Is Watching: A Reputation Heuristics Account of Outrage and Punishment in One-shot Anonymous Interactions." Journal of Personality and Social Psychology 118, no. 1 (January 2020).
      • January 2020
      • Article

      The Impact of Mass Shootings on Gun Policy

      By: Michael Luca, Deepak Malhotra and Christopher Poliquin
      There have been dozens of high-profile mass shootings in recent decades. This paper presents three main findings about the impact of mass shootings on gun policy. First, mass shootings evoke large policy responses. A single mass shooting leads to a 15% increase in the... View Details
      Keywords: Gun Violence; Gun Policy; Crime and Corruption; Governance; Policy; United States
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      Luca, Michael, Deepak Malhotra, and Christopher Poliquin. "The Impact of Mass Shootings on Gun Policy." Art. 104083. Journal of Public Economics 181 (January 2020).
      • 2020
      • Book

      Think Outside the Building: How Advanced Leaders Can Change the World One Smart Innovation at a Time

      By: Rosabeth Moss Kanter
      Over a decade ago, renowned innovation expert Rosabeth Moss Kanter co-founded and then directed Harvard’s Advanced Leadership Initiative. Her breakthrough work with hundreds of successful professionals and executives, as well as aspiring young entrepreneurs, identifies... View Details
      Keywords: Leaders; Advanced Leadership; Advanced Leadership Initiative; Community; Change Leadership; Innovation; Problem Solving; Cross-sector Collaboration; Institutional Change; Leadership; Change; Leading Change; Communication; Innovation Leadership; Collaborative Innovation and Invention; Organizational Change and Adaptation; Business and Community Relations; Civil Society or Community
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      Kanter, Rosabeth Moss. Think Outside the Building: How Advanced Leaders Can Change the World One Smart Innovation at a Time. New York: PublicAffairs, 2020.
      • December 2019
      • Case

      Steemit: A New Social Media?

      By: Ramon Casadesus-Masanell, Alexander White and Karen Elterman
      This case discusses the alternative social media site Steemit, including the principles it was founded on in 2016 and the challenges it faced in 2019. Steemit was a blockchain-based platform that aimed to differentiate itself from other social media companies by... View Details
      Keywords: Decision Making; Decisions; Voting; Economic Systems; Money; Fairness; Values and Beliefs; Goals and Objectives; Digital Platforms; Product Design; Design; Problems and Challenges; Network Effects; Motivation and Incentives; Social and Collaborative Networks; Reputation; Business Strategy; Competition; Internet and the Web; Social Media; Entertainment and Recreation Industry; United States; Virginia; New York (city, NY)
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      Casadesus-Masanell, Ramon, Alexander White, and Karen Elterman. "Steemit: A New Social Media?" Harvard Business School Case 720-428, December 2019.
      • December 2019
      • Technical Note

      Technical Note on Bayesian Statistics and Frequentist Power Calculations

      By: Amitabh Chandra and Ariel Dora Stern
      This Technical Note provides an introduction to Bayes’ Rule and the statistical intuition that stems from it. In this note, we review the concepts that underlie Bayesian statistics, and we offer several simple mathematical examples to illustrate applications of Bayes’... View Details
      Keywords: Bayesian Statistics; Mathematical Methods
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      Chandra, Amitabh, and Ariel Dora Stern. "Technical Note on Bayesian Statistics and Frequentist Power Calculations." Harvard Business School Technical Note 620-032, December 2019.
      • December 2019 (Revised January 2021)
      • Supplement

      The Leveraged Buyout of TXU: (B) Energy Future Holdings

      By: Trevor Fetter, Erik Snowberg and Rebecca M. Henderson
      This case is designed to support a lively discussion about the relative merits of shareholder vs. stakeholder perspectives in the context of a company that provides a vital public service that has important environmental implications. The 2007 purchase of TXU, the... View Details
      Keywords: Leveraged Buyouts; Transformation; Insolvency and Bankruptcy; Environmental Sustainability; Business and Shareholder Relations; Business and Stakeholder Relations; Energy Generation; Utilities Industry; Energy Industry; Texas
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      Fetter, Trevor, Erik Snowberg, and Rebecca M. Henderson. "The Leveraged Buyout of TXU: (B) Energy Future Holdings." Harvard Business School Supplement 320-065, December 2019. (Revised January 2021.)
      • December 2019 (Revised December 2022)
      • Case

      TXU (A): Powering the Largest Leveraged Buyout in History

      By: Trevor Fetter, Erik Snowberg and Rebecca M. Henderson
      This case is designed to support a lively discussion about the relative merits of shareholder vs. stakeholder perspectives in the context of a company that provides a vital public service that has important environmental implications. The 2007 purchase of TXU, the... View Details
      Keywords: Leveraged Buyouts; Transformation; Insolvency and Bankruptcy; Environmental Sustainability; Business and Shareholder Relations; Business and Stakeholder Relations; Energy Generation; Non-Renewable Energy; Governing Rules, Regulations, and Reforms; Utilities Industry; Energy Industry; Texas
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      Fetter, Trevor, Erik Snowberg, and Rebecca M. Henderson. "TXU (A): Powering the Largest Leveraged Buyout in History." Harvard Business School Case 320-064, December 2019. (Revised December 2022.)
      • 2 Dec 2019
      • Other Presentation

      Increasing Solar Power

      By: Joseph B. Lassiter III and Abby Hopper
      Is increasing solar power the answer? Abby Hopper, president and CEO of the Solar Energy Industries Association, and Professor Joe Lassiter discuss how to deliver reliable, clean, low cost power for people everywhere. View Details
      Keywords: Solar Power; Renewable Energy; Service Delivery
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      "Increasing Solar Power." Climate Rising (podcast), Harvard Business School Business and Environment Initiative, December 2, 2019.
      • 2019
      • Article

      Overcoming Cultural Resistance to Open Source Innovation

      By: John Winsor, Jin Hyun Paik, Michael Tushman and Karim R. Lakhani
      Purpose: This article offers insight on how to effectively help incumbent organizations prepare for global business shifts to open source and digital business models.
      Design/methodology/approach: Discussion related to observation, experience and case studies... View Details
      Keywords: Open Source Innovation; Organizational Culture; Organizational Change and Adaptation; Business Model; Technological Innovation; Collaborative Innovation and Invention
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      Winsor, John, Jin Hyun Paik, Michael Tushman, and Karim R. Lakhani. "Overcoming Cultural Resistance to Open Source Innovation." Strategy & Leadership 47, no. 6 (2019): 28–33.
      • December 2019
      • Article

      The Ethical Perils of Personal, Communal Relations: A Language Perspective

      By: Maryam Kouchaki, Francesca Gino and Yuval Feldman
      The current paper focuses on how the type of relationship that exists between a group and its members influences misconduct by fostering certain perceptions of the group. Using multiple methods, lab- and field-based experiments (N = 1,679), and a large dataset of S&P... View Details
      Keywords: Language; Codes Of Conduct; Ethics; Communication; Perception; Behavior
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      Kouchaki, Maryam, Francesca Gino, and Yuval Feldman. "The Ethical Perils of Personal, Communal Relations: A Language Perspective." Psychological Science 30, no. 12 (December 2019): 1745–1766.
      • 2020
      • Working Paper

      Tech Clusters

      By: William R. Kerr and Frederic Robert-Nicoud
      Tech clusters like Silicon Valley play a central role for modern innovation, business competitiveness, and economic performance. This paper reviews what constitutes a tech cluster, how they function internally, and the degree to which policy makers can purposefully... View Details
      Keywords: Clusters; Agglomeration; Innovation; Industry Clusters; Innovation and Invention; Entrepreneurship; Patents
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      Kerr, William R., and Frederic Robert-Nicoud. "Tech Clusters." Harvard Business School Working Paper, No. 20-063, November 2019. (Revised June 2020.)
      • 2019
      • Working Paper

      From Know-It-Alls to Learn-It-Alls: Executive Development in the Era of Self-Refining Algorithms, Collaborative Filtering and Wearable Computing

      By: Mihnea Moldoveanu and Das Narayandas
      We examine the future of executive education on a technological and cultural landscape that is imminent but different to the one we are accustomed to. We show how the contextualization, socialization and personalization of learning—avowed but distal goals of current... View Details
      Keywords: Executive Education; Leadership Development; Technological Innovation; Customization and Personalization; Management Skills; Knowledge Acquisition; Knowledge Sharing
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      Moldoveanu, Mihnea, and Das Narayandas. "From Know-It-Alls to Learn-It-Alls: Executive Development in the Era of Self-Refining Algorithms, Collaborative Filtering and Wearable Computing." Harvard Business School Working Paper, No. 20-061, November 2019.
      • Article

      The Role of Interactivity in Local Differential Privacy

      By: Matthew Joseph, Jieming Mao, Seth Neel and Aaron Leon Roth
      We study the power of interactivity in local differential privacy. First, we focus on the difference between fully interactive and sequentially interactive protocols. Sequentially interactive protocols may query users adaptively in sequence, but they cannot return to... View Details
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      Joseph, Matthew, Jieming Mao, Seth Neel, and Aaron Leon Roth. "The Role of Interactivity in Local Differential Privacy." Proceedings of the IEEE Annual Symposium on Foundations of Computer Science (FOCS) 60th (2019).
      • November 9, 2019
      • Article

      Effect of Revealing Authors' Conflicts of Interests in Peer Review: Randomized Controlled Trial

      By: Leslie K. John, George Loewenstein, Andrew Marder and Michael Callaham
      Objective: To assess the impact of disclosing authors’ conflict of interest declarations to peer reviewers at a medical journal.
      Design: Randomised controlled trial.

      Setting: The study was conducted within the manuscript review process at the... View Details
      Keywords: Conflicts Of Interest; Peer Review; Randomized Controlled Trial; Scientific Publication; Conflict of Interests; Journals and Magazines; Science
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      John, Leslie K., George Loewenstein, Andrew Marder, and Michael Callaham. "Effect of Revealing Authors' Conflicts of Interests in Peer Review: Randomized Controlled Trial." BMJ: British Medical Journal 367, no. 8221 (November 9, 2019).
      • October 14, 2019
      • Article

      Cracking the Code of Sustained Collaboration

      By: Francesca Gino
      When most organizations strive to increase collaboration, they approach it too narrowly: as a value to cultivate—not a skill to teach. So they create open offices, talk up collaboration as a corporate goal, and try to influence employees through other superficial means... View Details
      Keywords: Collaboration; Listening; Empathy; Feedback; Organizational Culture; Interpersonal Communication; Training; Programs
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      Gino, Francesca. "Cracking the Code of Sustained Collaboration." Harvard Business Review 97, no. 6 (November–December 2019): 73–81.
      • November–December 2019
      • Article

      Head, Heart or Hands: How Do Employees Respond to a Radical Global Language Change Over Time?

      By: Sebastian Reiche and Tsedal Neeley
      To understand how recipients respond to radical change over time across cognitive, affective, and behavioral dimensions, we conducted a longitudinal study of a mandated language change at a Chilean subsidiary of a large U.S. multinational organization. The... View Details
      Keywords: Language; Communication; Change; Employees; Attitudes; Emotions; Globalized Firms and Management
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      Reiche, Sebastian, and Tsedal Neeley. "Head, Heart or Hands: How Do Employees Respond to a Radical Global Language Change Over Time?" Organization Science 30, no. 6 (November–December 2019): 1252–1269.
      • 2019
      • Working Paper

      The Impact of the General Data Protection Regulation on Internet Interconnection

      By: Ran Zhuo, Bradley Huffaker, KC Claffy and Shane Greenstein
      The Internet comprises thousands of independently operated networks, where bilaterally negotiated interconnection agreements determine the flow of data between networks. The European Union’s General Data Protection Regulation (GDPR) imposes strict restrictions on... View Details
      Keywords: Personal Data; Privacy Regulation; GDPR; Interconnection Agreements; Internet and the Web; Governing Rules, Regulations, and Reforms; European Union
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      Zhuo, Ran, Bradley Huffaker, KC Claffy, and Shane Greenstein. "The Impact of the General Data Protection Regulation on Internet Interconnection." NBER Working Paper Series, No. 26481, November 2019.
      • November 2019
      • Article

      When and Why Defaults Influence Decisions: A Meta-analysis of Default Effects

      By: Jon M. Jachimowicz, Shannon Duncan, Elke U. Weber and Eric J. Johnson
      When people make decisions with a pre-selected choice option—a “default”—they are more likely to select that option. Because defaults are easy to implement, they constitute one of the most widely employed tools in the choice architecture toolbox. However, to decide... View Details
      Keywords: Choice Architecture; Defaults; Default Effects; Decision Making; Behavior; Analysis
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      Jachimowicz, Jon M., Shannon Duncan, Elke U. Weber, and Eric J. Johnson. "When and Why Defaults Influence Decisions: A Meta-analysis of Default Effects." Behavioural Public Policy 3, no. 2 (November 2019): 159–186.
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