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Show Results For
- All HBS Web
(4,020)
- People (2)
- News (556)
- Research (2,855)
- Events (51)
- Multimedia (21)
- Faculty Publications (2,057)
- 23 Jul 2013
- First Look
First Look: July 23
when network effects lead to unfavorable expectations about supplier participation, whereas it is shifted towards the marketplace for long-tail products. We thus provide a theory of which products an... View Details
Keywords: Anna Secino
- 06 Mar 2013
- What Do You Think?
Who Should Manage Our Work Time?
laid the blame at the foot of "an engineer who had difficulty forecasting simple activities and (the) time to accomplish them." Joseph Mello commented that " part of the problem comes from the... View Details
Keywords: by James Heskett
- 2021
- Chapter
Towards a Unified Framework for Fair and Stable Graph Representation Learning
By: Chirag Agarwal, Himabindu Lakkaraju and Marinka Zitnik
As the representations output by Graph Neural Networks (GNNs) are increasingly employed in real-world applications, it becomes important to ensure that these representations are fair and stable. In this work, we establish a key connection between counterfactual... View Details
Agarwal, Chirag, Himabindu Lakkaraju, and Marinka Zitnik. "Towards a Unified Framework for Fair and Stable Graph Representation Learning." In Proceedings of the 37th Conference on Uncertainty in Artificial Intelligence, edited by Cassio de Campos and Marloes H. Maathuis, 2114–2124. AUAI Press, 2021.
- 2023
- Article
Towards Bridging the Gaps between the Right to Explanation and the Right to Be Forgotten
By: Himabindu Lakkaraju, Satyapriya Krishna and Jiaqi Ma
The Right to Explanation and the Right to be Forgotten are two important principles outlined to regulate algorithmic decision making and data usage in real-world applications. While the right to explanation allows individuals to request an actionable explanation for an... View Details
Keywords: Analytics and Data Science; AI and Machine Learning; Decision Making; Governing Rules, Regulations, and Reforms
Lakkaraju, Himabindu, Satyapriya Krishna, and Jiaqi Ma. "Towards Bridging the Gaps between the Right to Explanation and the Right to Be Forgotten." Proceedings of the International Conference on Machine Learning (ICML) 40th (2023): 17808–17826.
- Research Summary
Overview
Michael is interested in research at the intersection of technology and supply chain in corporations, especially retailers. His recent projects have focused on Human-AI collaboration at retailers. 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
- January 1980 (Revised August 1986)
- Case
General Electric vs. Westinghouse in Large Turbine Generators (A)
Describes the U.S. large turbine generator industry in early 1963, a period of severe price cutting and depressed industry conditions. Presents data to allow a structural analysis of the industry and an analysis of the strategies of the major players since 1946. The... View Details
Keywords: Transformation; Customer Focus and Relationships; Machinery and Machining; Cost Management; Price; Management Analysis, Tools, and Techniques; Marketing Strategy; Industry Structures; Competition; Manufacturing Industry; United States
Porter, Michael E. "General Electric vs. Westinghouse in Large Turbine Generators (A)." Harvard Business School Case 380-128, January 1980. (Revised August 1986.)
- November 1981 (Revised June 1998)
- Case
A Keynesian Cure for the Depression
Keynes, in excerpts from a 1933 pamphlet, outlines his recommendations for recovery from the Depression. He emphasizes the need for public works expenditures financed by government borrowing and discusses the "multiplier" effect of deficit spending on gross national... View Details
McCraw, Thomas K. "A Keynesian Cure for the Depression." Harvard Business School Case 382-065, November 1981. (Revised June 1998.)
- 2023
- Article
MoPe: Model Perturbation-based Privacy Attacks on Language Models
By: Marvin Li, Jason Wang, Jeffrey Wang and Seth Neel
Recent work has shown that Large Language Models (LLMs) can unintentionally leak sensitive information present in their training data. In this paper, we present Model Perturbations (MoPe), a new method to identify with high confidence if a given text is in the training... View Details
Li, Marvin, Jason Wang, Jeffrey Wang, and Seth Neel. "MoPe: Model Perturbation-based Privacy Attacks on Language Models." Proceedings of the Conference on Empirical Methods in Natural Language Processing (2023): 13647–13660.
- 2023
- Article
Which Models Have Perceptually-Aligned Gradients? An Explanation via Off-Manifold Robustness
By: Suraj Srinivas, Sebastian Bordt and Himabindu Lakkaraju
One of the remarkable properties of robust computer vision models is that their input-gradients are often aligned with human perception, referred to in the literature as perceptually-aligned gradients (PAGs). Despite only being trained for classification, PAGs cause... View Details
Srinivas, Suraj, Sebastian Bordt, and Himabindu Lakkaraju. "Which Models Have Perceptually-Aligned Gradients? An Explanation via Off-Manifold Robustness." Advances in Neural Information Processing Systems (NeurIPS) (2023).
- 15 Dec 2015
- First Look
December 15, 2015
https://www.hbs.edu/faculty/Pages/item.aspx?num=50234 December 2015 Harvard Business Review What Is Disruptive Innovation? By: Christensen, Clayton M., Michael Raynor, and Rory McDonald Abstract—For the past 20 years, the theory View Details
Keywords: Carmen Nobel
- 15 May 2018
- First Look
New Research and Ideas, May 15, 2018
Purchase this case:https://cb.hbsp.harvard.edu/cbmp/product/618028 Harvard Business School Case 618-019 Improving Worker Safety in the Era of Machine Learning (A) Managers make predictions all the time: How... View Details
Keywords: Dina Gerdeman
- fall 1995
- Article
Standard Setting Consortia, Antitrust, and High-Technology Industries
By: James J. Anton and Dennis A. Yao
Examines the antitrust treatment of private-sector standard setting in the U.S. Applicability of law and decision-making issues in high technology industries; Examination of cost-based facilitating theory; Approach to evaluate the reasonableness of a standard. View Details
Keywords: Private Sector; Information Technology; Law; Decision Making; Cost; Theory; Performance Evaluation; Standards; United States
Anton, James J., and Dennis A. Yao. "Standard Setting Consortia, Antitrust, and High-Technology Industries." Antitrust Law Journal 64, no. 1 (fall 1995): 247–265. (Harvard users click here for full text.)
- 31 May 2016
- First Look
May 31, 2016
benefit of increasing equity risk declines. We show that there is an interior optimum and that it is reached at lower leverage for firms with high asset risk. Empirically, the risk anomaly tradeoff theory... View Details
Keywords: Sean Silverthorne
- 20 Feb 2008
- First Look
First Look: February 20, 2008
and Jeffrey Wurgler Abstract Abstract We propose and test a catering theory of nominal stock prices. The theory predicts that when investors place higher valuations on... View Details
Keywords: Martha Lagace
- 20 Mar 2012
- First Look
First Look: March 20
http://www.springer.com/economics/development/book/978-1-4614-1878-8?changeHeader Employee Selection as a Control System Authors:Dennis Campbell Publication:Journal of Accounting Research (forthcoming) Abstract View Details
Keywords: Sean Silverthorne
- 01 Aug 2001
- News
Bert W.M. Twaalfhoven (MBA '54)
before forming Indivers, a holding company that included Europe's first independent maker of extrusion dies. When a fire forced him to rebuild his facility in 1966, he discovered that he could also use his new View Details
- 01 Aug 2005
- What Do You Think?
Is There an “Efficient Market” in CEO Compensation?
efficient markets might argue that these are merely a reflection of the scarcity of supply among those thought to be able to lead large organizations. And yet there is evidence View Details
Keywords: by James Heskett
- 17 Jan 2012
- First Look
First Look: January 17
Abstract We survey the theory and evidence of behavioral corporate finance, which generally takes one of two approaches. The market timing and catering approach views... View Details
Keywords: Sean Silverthorne
- 01 Sep 2009
- News
Jesse Markham Dies at 93
Jesse Markham, an economist who joined the HBS faculty in 1968, died in his sleep on June 21 in Nashua, New Hampshire. Markham, whose work focused on price theory and industrial organization, was a well-known proponent View Details