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- All HBS Web
(26)
- Faculty Publications (7)
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- Article
Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness
By: Michael J Kearns, Seth Neel, Aaron Leon Roth and Zhiwei Steven Wu
The most prevalent notions of fairness in machine learning are statistical definitions: they fix a small collection of pre-defined groups, and then ask for parity of some statistic of the classifier (like classification rate or false positive rate) across these groups.... View Details
Kearns, Michael J., Seth Neel, Aaron Leon Roth, and Zhiwei Steven Wu. "Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness." Proceedings of the International Conference on Machine Learning (ICML) 35th (2018).
- 2017
- Working Paper
Cooperative Strategic Games
By: Elon Kohlberg and Abraham Neyman
We examine a solution concept, called the “value," for n-person strategic games. In applications, the value provides an a-priori assessment of the monetary worth of a player's position in a strategic game, comprising not only the player's contribution to the total... View Details
Keywords: Game Theory
Kohlberg, Elon, and Abraham Neyman. "Cooperative Strategic Games." Harvard Business School Working Paper, No. 17-075, February 2017.
- August 2016
- Article
Cooperation Can Emerge in Prisoner’s Dilemma from a Multi-species Predator Prey Replicator Dynamic
By: Elisabeth Paulson and Christopher Griffin
In this paper we study a generalized variation of the replicator dynamic that involves several species and sub-species that may interact. We show how this dynamic comes about from a specific finite-population model, but also show that one must take into consideration... View Details
Keywords: Prisoner's Dilemma; Replicator Dynamic; Zero-sum Game; Cooperation; Behavior; Balance and Stability
Paulson, Elisabeth, and Christopher Griffin. "Cooperation Can Emerge in Prisoner’s Dilemma from a Multi-species Predator Prey Replicator Dynamic." Mathematical Biosciences 278 (August 2016): 56–62.
- July 16, 2016
- Article
A Game Theoretic Model for Resource Allocation Among Countermeasures with Multiple Attributes
By: Elisabeth C. Paulson, Igor Linkov and Jeffrey Keisler
We study a strategic, two-player, sequential game between an attacker and defender. The defender must allocate resources amongst possible countermeasures and across possible targets. The attacker then chooses a type of threat and a target to attack. This paper proposes... View Details
Paulson, Elisabeth C., Igor Linkov, and Jeffrey Keisler. "A Game Theoretic Model for Resource Allocation Among Countermeasures with Multiple Attributes." European Journal of Operational Research 252, no. 2 (July 16, 2016): 610–622.
- Article
Whites See Racism as a Zero-Sum Game That They Are Now Losing
By: Michael I. Norton and Samuel R. Sommers
Although some have heralded recent political and cultural developments as signaling the arrival of a post-racial era in America, several legal and social controversies regarding "reverse racism" highlight Whites' increasing concern about anti-White bias. We show that... View Details
Keywords: Racism; Zero-sum Game; Bias; Affirmative Action; Prejudice and Bias; Race; Social Issues; United States
Norton, Michael I., and Samuel R. Sommers. "Whites See Racism as a Zero-Sum Game That They Are Now Losing." Perspectives on Psychological Science 6, no. 3 (May 2011): 215–218.
- January 2008
- Article
Entrepreneurship and Urban Success: Toward a Policy Consensus
By: Zoltan J. Acs, Edward L. Glaeser, Robert E. Litan, Lee Fleming, Stephan J. Goetz, William R. Kerr, Steven Klepper, Stuart S. Rosenthal, Olav Sorenson and William C. Strange
Like all politics, all entrepreneurship is local. Individuals launch firms and, if successful, expand their enterprises to other locations. But new firms must start somewhere, even if their businesses are conducted largely or exclusively on the Internet. Likewise,... View Details
Keywords: Business Headquarters; Business Startups; Development Economics; Economy; Entrepreneurship; Policy; Taxation; Growth and Development Strategy; Product Development; Business Processes; Expansion; Internet
Acs, Zoltan J., Edward L. Glaeser, Robert E. Litan, Lee Fleming, Stephan J. Goetz, William R. Kerr, Steven Klepper, Stuart S. Rosenthal, Olav Sorenson, and William C. Strange. "Entrepreneurship and Urban Success: Toward a Policy Consensus." Kauffman Foundation Research Report (January 2008).
- 1982
- Article
A Note on the Maximum Value of Two Person, Zero-Sum Games
By: A. E. Roth
Keywords: Value
Roth, A. E. "A Note on the Maximum Value of Two Person, Zero-Sum Games." Naval Research Logistics Quarterly 29 (1982): 521–527.