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- Faculty Publications (63)
Show Results For
- All HBS Web (218)
- Faculty Publications (63)
- Article
Towards Robust and Reliable Algorithmic Recourse
By: Sohini Upadhyay, Shalmali Joshi and Himabindu Lakkaraju
As predictive models are increasingly being deployed in high-stakes decision making (e.g., loan
approvals), there has been growing interest in post-hoc techniques which provide recourse to affected
individuals. These techniques generate recourses under the assumption...
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Keywords:
Machine Learning Models;
Algorithmic Recourse;
Decision Making;
Forecasting and Prediction
Upadhyay, Sohini, Shalmali Joshi, and Himabindu Lakkaraju. "Towards Robust and Reliable Algorithmic Recourse." Advances in Neural Information Processing Systems (NeurIPS) 34 (2021).
- July 1996 (Revised January 1997)
- Case
Northwest Airlines: Brush with Bankruptcy (A)--November 1992
By: Leonard A. Schlesinger and Davis Dyer
Deals with Northwest's financial crisis between the fall of 1992 and the following spring. Northwest's leaders face the problem of how to meet an impending $600 million payment on the 1989 LBO loan when the airline had run out of cash. Concludes by outlining options...
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Keywords:
Air Transportation;
Restructuring;
Leveraged Buyouts;
Crisis Management;
Insolvency and Bankruptcy;
Financial Strategy;
Financial Crisis;
Air Transportation Industry;
United States
Schlesinger, Leonard A., and Davis Dyer. "Northwest Airlines: Brush with Bankruptcy (A)--November 1992." Harvard Business School Case 897-030, July 1996. (Revised January 1997.)
- 2009
- Working Paper
Systemic Risk and the Refinancing Ratchet Effect
By: Amir E. Khandani, Andrew W. Lo and Robert C. Merton
The confluence of three trends in the U.S. residential housing market—rising home prices, declining interest rates, and near-frictionless refinancing opportunities—led to vastly increased systemic risk in the financial system. Individually, each of these trends is...
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- 2009
- Working Paper
Systemic Risk and the Refinancing Ratchet Effect
By: Amir E. Khandani, Andrew W. Lo and Robert C. Merton
The confluence of three trends in the U.S. residential housing market-rising home prices, declining interest rates, and near-frictionless refinancing opportunities-led to vastly increased systemic risk in the financial system. Individually, each of these trends is...
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Khandani, Amir E., Andrew W. Lo, and Robert C. Merton. "Systemic Risk and the Refinancing Ratchet Effect." Harvard Business School Working Paper, No. 10-023, September 2009. (Revised July 2010.)
- January 1997 (Revised November 1997)
- Case
Fojtasek Companies and Heritage Partners, The: March 1995
By: Samuel L. Hayes III and Josh Lerner
The Fojtasek Companies, a family business, faces several financing choices to address generational succession issues. Several buyouts have expressed interest in acquiring the firm outright; an investment bank has proposed a leveraged recapitalization; and a private...
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Keywords:
Family Ownership;
Financing and Loans;
Private Equity;
Mergers and Acquisitions;
Investment Banking;
Partners and Partnerships;
Management Succession;
Capital Structure;
Financial Strategy
Hayes, Samuel L., III, and Josh Lerner. "Fojtasek Companies and Heritage Partners, The: March 1995." Harvard Business School Case 297-046, January 1997. (Revised November 1997.)
- 12 Oct 2010
- Working Paper Summaries
Crashes and Collateralized Lending
- 14 Mar 2011
- Research & Ideas
Keeping Credit Flowing to Consumers in Need
employment will be sporadic, and they will have difficulty making ends meet. If lenders tighten credit, they will of course reduce their risk; but at the same time millions of Americans, barred from borrowing, will be unable to leverage...
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- 2023
- Article
Probabilistically Robust Recourse: Navigating the Trade-offs between Costs and Robustness in Algorithmic Recourse
By: Martin Pawelczyk, Teresa Datta, Johannes van-den-Heuvel, Gjergji Kasneci and Himabindu Lakkaraju
As machine learning models are increasingly being employed to make consequential decisions in real-world settings, it becomes critical to ensure that individuals who are adversely impacted (e.g., loan denied) by the predictions of these models are provided with a means...
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Pawelczyk, Martin, Teresa Datta, Johannes van-den-Heuvel, Gjergji Kasneci, and Himabindu Lakkaraju. "Probabilistically Robust Recourse: Navigating the Trade-offs between Costs and Robustness in Algorithmic Recourse." Proceedings of the International Conference on Learning Representations (ICLR) (2023).
- September 2017 (Revised June 2019)
- Case
Dianrong: Marketplace Lending, Blockchain, and 'The New Finance' in China
By: Christopher J. Malloy, Lauren H. Cohen and Anthony K. Woo
This case examines the strategic positioning of Dianrong, one of the largest online peer-to-peer (P2P) lending platforms in China, in its attempt to become a foundational player in the expansion of the FinTech sector in Asia. Dianrong had recently announced the...
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Keywords:
Financing and Loans;
Internet and the Web;
Supply Chain;
Finance;
Innovation and Invention;
Competition;
Product Positioning;
Strategy;
Financial Services Industry;
China
Malloy, Christopher J., Lauren H. Cohen, and Anthony K. Woo. "Dianrong: Marketplace Lending, Blockchain, and 'The New Finance' in China." Harvard Business School Case 218-043, September 2017. (Revised June 2019.)
- Research Summary
Overview
By: Boris Vallee
Professor Vallée focuses on financial innovation, investigating it from different angles. This research thread has led him to relate the methods and insights of corporate finance and banking with those of other subfields, including household finance, public finance,...
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- April 1991 (Revised July 1994)
- Case
Southland Corp. (B)
Examines Southland's financial difficulties following the LBO in 1987 up to the first restructuring plan in July 1990. The teaching objectives are: to explore the complexities of a failed leverage buyout and the operating restrictions that result from financial...
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Keywords:
Leveraged Buyouts;
Restructuring;
Equity;
Insolvency and Bankruptcy;
Financing and Loans;
Crisis Management
Ruback, Richard S. "Southland Corp. (B)." Harvard Business School Case 291-039, April 1991. (Revised July 1994.)
- Web
Financial Accounting Online Course | HBS Online
Highlights Deferrals Inventory Mahindra: Loan Process ShowHide Details Concepts Accruals and Deferrals Inventory Long-Lived Assets Credit Risk Management Deferred Taxes Featured Exercise Record advanced business transactions as journal...
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- Web
Business Fundamentals Course - CORe | HBS Online
illuminate financial statements and unlock critical insights into business performance and potential. Explore how managers, Wall Street analysts, and entrepreneurs leverage accounting to drive strategic decision-making. Highlights Learn...
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- 2010
- Working Paper
Does Diversification Create Value in the Presence of External Financing Constraints? Evidence from the 2007-2009 Financial Crisis
We show that the value of corporate diversification increased during the 2007-2009 financial crisis. Diversification gave firms both financing and investment advantages. First, conglomerates became significantly more leveraged relative to comparable focused firms....
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Keywords:
Diversification;
Financial Crisis;
Resource Allocation;
Investment;
Financing and Loans;
Business Conglomerates;
Capital Markets
Kuppuswamy, Venkat, and Belen Villalonga. "Does Diversification Create Value in the Presence of External Financing Constraints? Evidence from the 2007-2009 Financial Crisis." Harvard Business School Working Paper, No. 10-101, May 2010. (Revised November 2010.)
- Web
Certificates, Credentials, & Credits | HBS Online
the undergraduate credits and additional benefits. By pursuing the for-credit option of CORe, you receive access to Harvard Extension School student resources, including libraries, career advising, workshops, and education tax credit and View Details
W. Carl Kester
Carl Kester is a Baker Foundation Professor and the George Fisher Baker Jr. Professor of Business Administration, Emeritus at Harvard Business School. He is a member of the Finance Unit. He served as Deputy Dean for Academic Affairs (2006-2010), Chairman of the... View Details
- 18 Sep 2007
- First Look
First Look: September 18, 2007
Equity. It provides an opportunity to discuss a variety of issues related to leveraged buyouts including the process, the role of private equity, the incentives of the participants, the benefits to conflicting shareholders, and the...
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Keywords:
Martha Lagace
- January 2013 (Revised June 2017)
- Case
The Perfect Storm: What Happens When the Market Moves Four Standard Deviations?
Adam Carter was the portfolio manager for Tate Modern Finance III, L.P. (“Tate” or the “Fund”), the third in a series of U.S. commercial real estate debt funds sponsored by the London-based Tate Partners. The Fund was capitalized with $700 million of equity...
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Lietz, Nori Gerardo. "The Perfect Storm: What Happens When the Market Moves Four Standard Deviations?" Harvard Business School Case 213-077, January 2013. (Revised June 2017.)
- Person Page
Media
Media
This lists media reports covering my firm dollarDEX Investments or me (or my colleagues), or columns written by me (or my colleagues). There are all... View Details
- 23 Nov 2010
- First Look
First Look: November 23
received was warranted. Collectively, our results suggest that self-reporting can be a useful tool for reliably identifying and leveraging the voluntary self-policing efforts of regulated companies. Read the paper:...
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Keywords:
Sean Silverthorne