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  • All HBS Web  (2,833)
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  • 2022
  • Article

Efficiently Training Low-Curvature Neural Networks

By: Suraj Srinivas, Kyle Matoba, Himabindu Lakkaraju and Francois Fleuret
Standard deep neural networks often have excess non-linearity, making them susceptible to issues such as low adversarial robustness and gradient instability. Common methods to address these downstream issues, such as adversarial training, are expensive and often... View Details
Keywords: AI and Machine Learning
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Srinivas, Suraj, Kyle Matoba, Himabindu Lakkaraju, and Francois Fleuret. "Efficiently Training Low-Curvature Neural Networks." Advances in Neural Information Processing Systems (NeurIPS) (2022).
  • 21 Jun 2018
  • Blog Post

Living in a Dorm at HBS

dorm is spacious (Size 3). There is a common kitchenette on our floor and a full size kitchen on the main floor. We have a nice common room with study rooms that I use... View Details

    Balancing Risk and Reward: An Automated Phased Release Strategy

    Phased releases are a common strategy in the technology industry for gradually releasing new products or updates through a sequence of A/B tests in which the number of treated units gradually grows until full deployment or deprecation. Performing phased releases... View Details
    • 5 Feb 2013
    • Conference Presentation

    Financing Entrepreneurial Growth

    By: Tom Alberg, Andrew A. Bogan, Harold Bradley, Robert D. Cooter, Monika Gruter Cheney, Oliver R. Goodenough, William R. Hambrecht, Frank Hatheway, Thomas F. Hellmann, Marianne Hudson, Jared Konczal, Josh Lerner, Robert E. Litan, Diane Mulcahy, Ramana Nanda, Frank Partnoy, Joe Ratterman, Nava Ravikant, Jay R. Ritter, Alicia Robb, David T. Robinson, Allison Schrager, Barry Silbert, E. R. Sirri, Daniel Stangler and Sharon Vosmek

    Despite recent innovations in entrepreneurial finance, particularly at the early stage of business creation, many new and young companies continue to face hurdles to acquire capital.

    The Kauffman Foundation addressed current challenges and opportunities in... View Details

    Keywords: Finance; Entrepreneurial Finance; Venture Capital; Entrepreneurship; United States
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    Alberg, Tom, Andrew A. Bogan, Harold Bradley, Robert D. Cooter, Monika Gruter Cheney, Oliver R. Goodenough, William R. Hambrecht, Frank Hatheway, Thomas F. Hellmann, Marianne Hudson, Jared Konczal, Josh Lerner, Robert E. Litan, Diane Mulcahy, Ramana Nanda, Frank Partnoy, Joe Ratterman, Nava Ravikant, Jay R. Ritter, Alicia Robb, David T. Robinson, Allison Schrager, Barry Silbert, E. R. Sirri, Daniel Stangler, and Sharon Vosmek. "Financing Entrepreneurial Growth." Paper presented at the State of Entrepreneurship Address, Ewing Marion Kauffman Foundation, Washington, DC, USA, February 5, 2013.
    • August 2019
    • Case

    Bark Gift Shop Ltd.

    By: Susanna Gallani, Jan Bouwens and Peter Kroos
    This case describes a setting in which the CFO of Bark Gift Shop Ltd., a gift items retailer, discovers an undesired pattern in the performance data suggesting that her shop managers that perform well during the first part of the year, purposely reduce their effort in... View Details
    Keywords: Data Analytics; Employees; Behavior; Performance; Management; Goals and Objectives; Motivation and Incentives; Analysis
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    Gallani, Susanna, Jan Bouwens, and Peter Kroos. "Bark Gift Shop Ltd." Harvard Business School Case 120-008, August 2019.
    • 09 Jan 2007
    • First Look

    First Look: January 9, 2007

    Purchase this note: http://www.hbsp.harvard.edu/b01/en/common/item_detail.jhtml?id=607047 The Pine Street Initiative at Goldman Sachs Harvard Business School Case 407-053 Purchase this case:... View Details
    Keywords: Martha Lagace
    • 12 Nov 2009
    • Working Paper Summaries

    Walking Through Jelly: Language Proficiency, Emotions, and Disrupted Collaboration in Global Work

    Keywords: by Tsedal Neeley, Pamela J. Hinds & Catherine Durnell Cramton
    • July–August 2015
    • Article

    Engineering Reverse Innovations: Principles for Creating Successful Products for Emerging Markets

    By: Amos Winter and Vijay Govindarajan
    Multinationals are starting to catch on to the logic of reverse innovation, in which products are designed first for consumers in low-income countries and then adapted into disruptive offerings for developed economies. But only a handful of companies have managed to do... View Details
    Keywords: Innovation Strategy; Emerging Markets
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    Winter, Amos, and Vijay Govindarajan. "Engineering Reverse Innovations: Principles for Creating Successful Products for Emerging Markets." Harvard Business Review 93, nos. 7/8 (July–August 2015): 80–89.
    • Web

    MBA Experience - Leadership

    all students pursue the same course of study: the Required Curriculum and FIELD. By studying under a common curriculum, students build a solid, broad foundation of general... View Details
    • April 2019
    • Article

    Mitigating Malicious Envy: Why Successful Individuals Should Reveal Their Failures

    By: Alison Wood Brooks, Karen Huang, Nicole Abi-Esber, Ryan W. Buell, Laura Huang and Brian Hall
    People often feel malicious envy, a destructive interpersonal emotion, when they compare themselves to successful peers. Across three online experiments and a field experiment of entrepreneurs, we identify an interpersonal strategy that can mitigate feelings of... View Details
    Keywords: Emotions; Perception; Interpersonal Communication; Communication Strategy
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    Brooks, Alison Wood, Karen Huang, Nicole Abi-Esber, Ryan W. Buell, Laura Huang, and Brian Hall. "Mitigating Malicious Envy: Why Successful Individuals Should Reveal Their Failures." Journal of Experimental Psychology: General 148, no. 4 (April 2019): 667–687.
    • 02 Jun 2022
    • Research & Ideas

    Blissful Thinking: When It Comes to Finding Happiness, 'Your Dreams Are Liars'

    and a former professional French-horn player, Brooks came to the subject of happiness by way of art. His early research focused on why people produce and consume art and beauty as well as the motives behind... View Details
    Keywords: by Dan Morrell
    • 03 Jun 2009
    • Working Paper Summaries

    It Is Okay for Artists to Make Money…No, Really, It’s Okay

    Keywords: by Robert D. Austin & Lee Devin; Entertainment & Recreation
    • Research Summary

    Multinationals and Linkages: an Empirical Investigation (joint with Andres Rodriguez-Clare)

    By: Laura Alfaro
    Several recent papers have used plant-level data and panel econometric techniques to carefully explore the existence FDI externalities. One conclusion that emerges from this literature is that it is difficult to find evidence of positive externalities from... View Details
    • 07 Mar 2013
    • HBS Seminar

    Horace Dediu, Asymco

    • Article

    Development of a Deep Learning Algorithm for Periapical Disease Detection in Dental Radiographs

    By: Michael G. Endres, Florian Hillen, Marios Salloumis, Ahmad R. Sedaghat, Stefan M. Niehues, Olivia Quatela, Henning Hanken, Ralf Smeets, Benedicta Beck-Broichsitter, Carsten Rendenbach, Karim R. Lakhani, Max Helland and Robert A. Gaudin
    Periapical radiolucencies, which can be detected on panoramic radiographs, are one of the most common radiographic findings in dentistry and have a differential diagnosis including infections, granuloma, cysts, and tumors. In this study, we seek to investigate the... View Details
    Keywords: Artificial Intelligence; Diagnosis; Computer-assisted; Image Interpretation; Machine Learning; Radiography; Panoramic Radiograph; AI and Machine Learning
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    Endres, Michael G., Florian Hillen, Marios Salloumis, Ahmad R. Sedaghat, Stefan M. Niehues, Olivia Quatela, Henning Hanken, Ralf Smeets, Benedicta Beck-Broichsitter, Carsten Rendenbach, Karim R. Lakhani, Max Helland, and Robert A. Gaudin. "Development of a Deep Learning Algorithm for Periapical Disease Detection in Dental Radiographs." Diagnostics 10, no. 6 (June 2020).
    • 27 Apr 2012
    • Working Paper Summaries

    Putting Integrity into Finance: A Purely Positive Approach

    Keywords: by Werner Erhard & Michael C. Jensen
    • Article

    Everybody Else Is Doing It: Exploring Social Transmission of Lying Behavior

    By: Heather E. Mann, Ximena Garcia-Rada, Daniel Houser and Dan Ariely
    Lying is a common occurrence in social interactions, but what predicts whether an individual will tell a lie? While previous studies have focused on personality factors, here we asked whether lying tendencies might be transmitted through social networks. Using an... View Details
    Keywords: Behavior; Values and Beliefs; Social and Collaborative Networks
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    Mann, Heather E., Ximena Garcia-Rada, Daniel Houser, and Dan Ariely. "Everybody Else Is Doing It: Exploring Social Transmission of Lying Behavior." PLoS ONE 9, no. 10 (October 2014).
    • Article

    Default Neglect in Attempts at Social Influence

    By: Julian Zlatev, David P. Daniels, Hajin Kim and Margaret A. Neale
    Current theories suggest that people understand how to exploit common biases to influence others. However, these predictions have received little empirical attention. We consider a widely studied bias with special policy relevance: the default effect, which is the... View Details
    Keywords: Social Influence; Default Effect; Nudges; Choice Architecture; Decision Making; Behavior
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    Zlatev, Julian, David P. Daniels, Hajin Kim, and Margaret A. Neale. "Default Neglect in Attempts at Social Influence." Proceedings of the National Academy of Sciences 114, no. 52 (December 26, 2017).
    • November 2024
    • Article

    Preference Externality Estimators: A Comparison of Border Approaches and IVs

    By: Xi Ling, Wesley R. Hartmann and Tomomichi Amano
    This paper compares two estimators—the Border Approach and an Instrumental Variable (IV) estimator—using a unified framework where identifying variation arises from “preference externalities,” following the intuition in Waldfogel (2003). We highlight two dimensions in... View Details
    Keywords: Econometrics; Casual Inference; Marketing; Economics; Advertising; Mathematical Methods
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    Ling, Xi, Wesley R. Hartmann, and Tomomichi Amano. "Preference Externality Estimators: A Comparison of Border Approaches and IVs." Management Science 70, no. 11 (November 2024): 7892–7910.
    • 04 Jan 2017
    • What Do You Think?

    How Much Bureaucracy is a Good Thing in Government and Business?

    always seems to be accompanied by several similar themes. One theme is change. For some reason, change has an appeal to voters, pretty much regardless of the performance of the incumbent, at least at View Details
    Keywords: by James L. Heskett
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