Filter Results:
(808)
Show Results For
- All HBS Web
(808)
- People (1)
- News (87)
- Research (606)
- Events (8)
- Multimedia (6)
- Faculty Publications (330)
Show Results For
- All HBS Web
(808)
- People (1)
- News (87)
- Research (606)
- Events (8)
- Multimedia (6)
- Faculty Publications (330)
- 9 Dec 2016
- Conference Presentation
Learning Cost-Effective and Interpretable Regimes for Treatment Recommendation
By: Himabindu Lakkaraju and Cynthia Rudin
Lakkaraju, Himabindu, and Cynthia Rudin. "Learning Cost-Effective and Interpretable Regimes for Treatment Recommendation." Paper presented at the 30th Annual Conference on Neural Information Processing Systems (NIPS), Workshop on Interpretable Machine Learning in Complex Systems, Barcelona, Spain, December 9, 2016.
- 2020
- Article
Inconvenient Truths: Interpreting the Origins of the Internet
By: Shane Greenstein
A conventional economic narrative provides intellectual underpinnings for governments to subsidize research and development ("R&D") that coordinates risky research to benefit many in society. This essay compares this narrative with the origins and invention of the... View Details
Keywords: Lead Users; Technology Transfer; Internet and the Web; History; Analysis; Research and Development; Governance; Information Technology; Policy
Greenstein, Shane. "Inconvenient Truths: Interpreting the Origins of the Internet." Journal of Law & Innovation 3 (2020): 36–68.
- February 2006
- Article
Taxation and Multinational Activity; New Evidence, New Interpretations
By: Mihir A. Desai, C. Fritz Foley and James R. Hines Jr.
Desai, Mihir A., C. Fritz Foley, and James R. Hines Jr. "Taxation and Multinational Activity; New Evidence, New Interpretations." Survey of Current Business 82, no. 6 (February 2006): 16–22.
- May 2007
- Article
The Future of Interpretive Accounting Research: A Polyphonic Debate
By: Anette Mikes, Thomas Ahrens, Albrecht Becker, John Burns, Christopher Chapman, Markus Granlund, Michael Habersam, Allan Hansen, Rihab Khalifa, Teemu Malmi, Andrea Mennicken, Fabrizio Panozzo, Martin Piber, Paolo Quattrone and Tobias Scheytt
Keywords: Accounting
Mikes, Anette, Thomas Ahrens, Albrecht Becker, John Burns, Christopher Chapman, Markus Granlund, Michael Habersam, Allan Hansen, Rihab Khalifa, Teemu Malmi, Andrea Mennicken, Fabrizio Panozzo, Martin Piber, Paolo Quattrone, and Tobias Scheytt. "The Future of Interpretive Accounting Research: A Polyphonic Debate." Critical Perspectives on Accounting (May 2007).
- 2020
- Conference Presentation
An Empirical Study of the Trade-Offs Between Interpretability and Fairness
By: Shahin Jabbari, Han-Ching Ou, Himabindu Lakkaraju and Milind Tambe
Jabbari, Shahin, Han-Ching Ou, Himabindu Lakkaraju, and Milind Tambe. "An Empirical Study of the Trade-Offs Between Interpretability and Fairness." Paper presented at the ICML Workshop on Human Interpretability in Machine Learning, International Conference on Machine Learning (ICML), 2020.
- 8 Dec 2016
- Conference Presentation
Learning Cost-Effective and Interpretable Treatment Regimes for Judicial Bail Decisions
By: Himabindu Lakkaraju and Cynthia Rudin
Lakkaraju, Himabindu, and Cynthia Rudin. "Learning Cost-Effective and Interpretable Treatment Regimes for Judicial Bail Decisions." Paper presented at the 30th Annual Conference on Neural Information Processing Systems (NIPS), Symposium on Machine Learning and the Law, Barcelona, Spain, December 8, 2016.
- 1995
- Chapter
Egocentric Interpretations of Fairness as an Obstacle to Just Resolution of Conflict
By: K. A. Wade-Benzoni, A. E. Tenbrunsel and M. H. Bazerman
- 1977
- Chapter
Cost Benefit Analysis of Surgery: Some Additional Caveats and Interpretation
By: Jerry R. Green
Green, Jerry R. "Cost Benefit Analysis of Surgery: Some Additional Caveats and Interpretation." In Costs, Risks and Benefits of Surgery, edited by J. Bunker, B. Barnes, and F. Mosteller. New York: Oxford University Press, 1977.
- Article
Interpretable Decision Sets: A Joint Framework for Description and Prediction
By: Himabindu Lakkaraju, Stephen H. Bach and Jure Leskovec
Lakkaraju, Himabindu, Stephen H. Bach, and Jure Leskovec. "Interpretable Decision Sets: A Joint Framework for Description and Prediction." Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining 22nd (2016).
- May 1984
- Article
Interpreting the Statistical Failures of Some Rational Expectations Macroeconomic Models
By: J. J. Rotemberg
Keywords: Macroeconomics
Rotemberg, J. J. "Interpreting the Statistical Failures of Some Rational Expectations Macroeconomic Models." American Economic Review 74, no. 2 (May 1984): 188–193.
- 2023
- Article
Verifiable Feature Attributions: A Bridge between Post Hoc Explainability and Inherent Interpretability
By: Usha Bhalla, Suraj Srinivas and Himabindu Lakkaraju
With the increased deployment of machine learning models in various real-world applications, researchers and practitioners alike have emphasized the need for explanations of model behaviour. To this end, two broad strategies have been outlined in prior literature to... View Details
Bhalla, Usha, Suraj Srinivas, and Himabindu Lakkaraju. "Verifiable Feature Attributions: A Bridge between Post Hoc Explainability and Inherent Interpretability." Advances in Neural Information Processing Systems (NeurIPS) (2023).
- winter 2001
- Article
Interpreting Consumer Perceptions of Advertising: An Application of the Zaltman Metaphor Elicitation Technique
By: Robin A. Coulter, Gerald Zaltman and Keith S. Coulter
Coulter, Robin A., Gerald Zaltman, and Keith S. Coulter. "Interpreting Consumer Perceptions of Advertising: An Application of the Zaltman Metaphor Elicitation Technique." Journal of Advertising (winter 2001).
- Awards
INFORMS Data Mining Best Paper Award
Winner of the 2017 INFORMS Data Mining Best Paper Award for ”Learning Cost-Effective and Interpretable Treatment Regimes” with Cynthia Rudin. View Details
- August 2022
- Article
What Makes a Good Image? Airbnb Demand Analytics Leveraging Interpretable Image Features
By: Shunyuan Zhang, Dokyun Lee, Param Vir Singh and Kannan Srinivasan
We study how Airbnb property demand changed after the acquisition of verified images (taken by Airbnb’s photographers) and explore what makes a good image for an Airbnb property. Using deep learning and difference-in-difference analyses on an Airbnb panel dataset... View Details
Keywords: Sharing Economy; Airbnb; Property Demand; Computer Vision; Deep Learning; Image Feature Extraction; Content Engineering; Property; Marketing; Demand and Consumers
Zhang, Shunyuan, Dokyun Lee, Param Vir Singh, and Kannan Srinivasan. "What Makes a Good Image? Airbnb Demand Analytics Leveraging Interpretable Image Features." Management Science 68, no. 8 (August 2022): 5644–5666.
- 2006
- Working Paper
Identity, Interpretation and Influence: Positive Community through Language among San Pedro Longshoremen
McGinn, Kathleen L. "Identity, Interpretation and Influence: Positive Community through Language among San Pedro Longshoremen." Harvard Business School Working Paper, No. 06-031, January 2006.
- Book Review
Review of "The Cold War in Southeast Asia: An Interpretive History," by Ang Cheng Guan
By: Mattias Fibiger
Fibiger, Mattias. Review of "The Cold War in Southeast Asia: An Interpretive History," by Ang Cheng Guan. H-Diplo 20, no. 39 (May 20, 2019): 9–12.
- 1984
- Book
The Results and Interpretation of Three Field Trials of Lysine Fortification of Cereals
By: James E. Austin, Jean Pierre Habicht, Max Milner, Vernon Young and Linda D. Myers
Austin, James E., Jean Pierre Habicht, Max Milner, Vernon Young, and Linda D. Myers. The Results and Interpretation of Three Field Trials of Lysine Fortification of Cereals. Washington, D.C.: National Academy Press, 1984.
- 2004
- Chapter
Interpreting Interdependence: National Security and the Energy Trade of Russia, Ukraine, and Belarus
By: Rawi Abdelal
Keywords: Energy; Trade; International Relations; National Security; Globalized Economies and Regions; Globalized Markets and Industries; Energy Industry; Russia; Ukraine; Belarus
Abdelal, Rawi. "Interpreting Interdependence: National Security and the Energy Trade of Russia, Ukraine, and Belarus." In Swords and Sustenance: The Economics of Security in Belarus and Ukraine, edited by Robert Legvold and Celeste Wallander, 101–127. Cambridge, MA: MIT Press, 2004. (Also published in Russian as "Razlichnoe ponimanie vzaimozavisimosti: natsional'naia bezopasnost' i torgovlia energoresursami mezhdu Rossiei, Ukrainoi, i Belarus'iu." In Mechi i orala: ekonomika natsional'noi bezopasnosti Belarusi i Ukrainy, ed. Robert Legvold and Celeste Wallander. Moscow: Interdialect, 2004, pp. 125-156.)
- Article
Faithful and Customizable Explanations of Black Box Models
By: Himabindu Lakkaraju, Ece Kamar, Rich Caruana and Jure Leskovec
As predictive models increasingly assist human experts (e.g., doctors) in day-to-day decision making, it is crucial for experts to be able to explore and understand how such models behave in different feature subspaces in order to know if and when to trust them. To... View Details
Lakkaraju, Himabindu, Ece Kamar, Rich Caruana, and Jure Leskovec. "Faithful and Customizable Explanations of Black Box Models." Proceedings of the AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (2019).
- 2016
- Article
Confusions over Time: An Interpretable Bayesian Model to Characterize Trends in Decision Making
By: Himabindu Lakkaraju and Jure Leskovec
Lakkaraju, Himabindu, and Jure Leskovec. "Confusions over Time: An Interpretable Bayesian Model to Characterize Trends in Decision Making." Advances in Neural Information Processing Systems (NeurIPS) 29 (2016).