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Show Results For
- All HBS Web
(10,947)
- People (14)
- News (2,382)
- Research (6,729)
- Events (168)
- Multimedia (126)
- Faculty Publications (5,168)
- 2023
- Working Paper
In-Context Unlearning: Language Models as Few Shot Unlearners
By: Martin Pawelczyk, Seth Neel and Himabindu Lakkaraju
Machine unlearning, the study of efficiently removing the impact of specific training points on the
trained model, has garnered increased attention of late, driven by the need to comply with privacy
regulations like the Right to be Forgotten. Although unlearning is... View Details
Pawelczyk, Martin, Seth Neel, and Himabindu Lakkaraju. "In-Context Unlearning: Language Models as Few Shot Unlearners." Working Paper, October 2023.
- 2012
- Working Paper
FollowMe.IntDev.Com: International Development in the Blogosphere
By: Ryann Manning
This article explores online blogs as a new forum for discussing ideas and practices in international development. Based on a qualitative study of conversations that take place across multiple blogs, I conclude that the blogosphere combines features of a public sphere,... View Details
Keywords: Development Economics; Interpersonal Communication; Knowledge Acquisition; Experience and Expertise; Globalization; Blogs
Manning, Ryann. "FollowMe.IntDev.Com: International Development in the Blogosphere." Harvard Business School Working Paper, No. 12-084, March 2012.
- 07 Apr 2008
- Research & Ideas
The Debate over Taxing Foreign Profits
the United States to take advantage of that incentive. This really woke people up about the importance of these rules. Q: So, what is the right way to tax global corporations on their overseas profits? A:... View Details
Keywords: by Sean Silverthorne
- November 1997
- Case
Herbert Hoover (B)
Presents a character sketch of Herbert Hoover, along with Hoover's views on the cause of the Great Depression of the 1930s. Illustrates the political economy of the period and presents different interpretations of the course of the Great Depression. A rewritten version... View Details
Keywords: Economic Slowdown and Stagnation; Financial Crisis; Government and Politics; Personal Characteristics
Wells, Louis T., Jr. "Herbert Hoover (B)." Harvard Business School Case 798-042, November 1997.
- Article
Adaptive Machine Unlearning
By: Varun Gupta, Christopher Jung, Seth Neel, Aaron Roth, Saeed Sharifi-Malvajerdi and Chris Waites
Data deletion algorithms aim to remove the influence of deleted data points from trained models at a cheaper computational cost than fully retraining those models. However, for sequences of deletions, most prior work in the non-convex setting gives valid guarantees... View Details
Gupta, Varun, Christopher Jung, Seth Neel, Aaron Roth, Saeed Sharifi-Malvajerdi, and Chris Waites. "Adaptive Machine Unlearning." Advances in Neural Information Processing Systems (NeurIPS) 34 (2021).
- 08 Jul 2011
- News
Spotlight on Sustainable Investing
- December 2010
- Article
Altruistic Dynamic Pricing with Customer Regret
By: Julio J. Rotemberg
A model is considered where firms internalize the regret costs that consumers experience when they see an unexpected price change. Regret costs are assumed to be increasing in the size of price changes and this can explain why the size of price increases is less... View Details
Keywords: Cost; Price; Change; Inflation and Deflation; Cost Management; Customers; Practice; Announcements; Forecasting and Prediction
Rotemberg, Julio J. "Altruistic Dynamic Pricing with Customer Regret." Scandinavian Journal of Economics 112, no. 4 (December 2010).
- 11 Dec 2018
- Research & Ideas
Free Trade Needs Nurturing—and Other Lessons from History
used to be a rather blunt tool. That we live in a world of politically independent yet economically interdependent states was already a platitude by the time of Adam Smith. As... View Details
Keywords: by Staff; Auto; Aerospace; Chemical; Consumer Products; Electronics; Energy; Industrial Products; Manufacturing; Shipping; Transportation
- Winter 2021
- Editorial
Introduction
This issue of Negotiation Journal is dedicated to the theme of artificial intelligence, technology, and negotiation. It arose from a Program on Negotiation (PON) working conference on that important topic held virtually on May 17–18. The conference was not the... View Details
Wheeler, Michael A. "Introduction." Special Issue on Artificial Intelligence, Technology, and Negotiation. Negotiation Journal 37, no. 1 (Winter 2021): 5–12.
- 01 Mar 2010
- News
How to Spur Prosperity
Many observers say that job creation is the key to economic recovery in the United States. Can government investments in entrepreneurial ventures succeed in creating jobs? A number of variables need to come... View Details
- 30 Jan 2018
- First Look
January 30, 2018
2017 Annual Review of Economics Agricultural Insurance and Economic Development By: Cole, Shawn A., and Wentao Xiong Abstract—This article provides a review View Details
Keywords: Sean Silverthorne
- Research Summary
The Value of Family Ownership, Control, and Management
In collaboration with Professor Raphael Amit of Wharton, Belén Villalonga is investigating how family ownership, control, and management affect firm value. Their forthcoming Journal of Financial... View Details
- January 2021
- Article
Machine Learning for Pattern Discovery in Management Research
By: Prithwiraj Choudhury, Ryan Allen and Michael G. Endres
Supervised machine learning (ML) methods are a powerful toolkit for discovering robust patterns in quantitative data. The patterns identified by ML could be used for exploratory inductive or abductive research, or for post-hoc analysis of regression results to detect... View Details
Keywords: Machine Learning; Supervised Machine Learning; Induction; Abduction; Exploratory Data Analysis; Pattern Discovery; Decision Trees; Random Forests; Neural Networks; ROC Curve; Confusion Matrix; Partial Dependence Plots; AI and Machine Learning
Choudhury, Prithwiraj, Ryan Allen, and Michael G. Endres. "Machine Learning for Pattern Discovery in Management Research." Strategic Management Journal 42, no. 1 (January 2021): 30–57.
- 2023
- Working Paper
Auditing Predictive Models for Intersectional Biases
By: Kate S. Boxer, Edward McFowland III and Daniel B. Neill
Predictive models that satisfy group fairness criteria in aggregate for members of a protected class, but do not guarantee subgroup fairness, could produce biased predictions for individuals at the intersection of two or more protected classes. To address this risk, we... View Details
Boxer, Kate S., Edward McFowland III, and Daniel B. Neill. "Auditing Predictive Models for Intersectional Biases." Working Paper, June 2023.
- 01 Mar 2014
- News
The Solution to the Global Food Crisis Just Might Come from Nigeria
purchasing costs of the spices by as much as 30 percent, savings it passes on to consumers. The Seeds of Agribusiness In the 1950s, agricultural economics professor Ray... View Details
- 22 Jun 2009
- Research & Ideas
“Too Big To Fail”: Reining In Large Financial Firms
unwittingly created the mother of all moral hazards—implicit rescue guarantees as far as the eye can see? No doubt about it, says HBS professor and economic historian David Moss. "The extension View Details
- 04 Mar 2015
- What Do You Think?
Can a Laissez-Faire Approach Fix Labor Market Inequality?
to the challenge, Walmart's action raised an interesting question for Rod White. "When is it in an employer's self-interest to voluntarily increase the wages of (its) employees? Of course the classical... View Details
- 08 Sep 2009
- Research & Ideas
The Height Tax, and Other New Ways to Think about Taxation
less burdensome for all citizens. "While the idea of a height tax follows directly from the standard economic framework for tax analysis, most people find the idea crazy," allows HBS professor... View Details
Keywords: by Martha Lagace
- 05 Dec 2014
- Working Paper Summaries
Seesaws and Social Security Benefits Indexing
Keywords: by Matthew Weinzierl