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Show Results For
- All HBS Web
(1,483)
- People (3)
- News (450)
- Research (506)
- Events (7)
- Multimedia (32)
- Faculty Publications (154)
- 2022
- Working Paper
The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective
By: Satyapriya Krishna, Tessa Han, Alex Gu, Javin Pombra, Shahin Jabbari, Steven Wu and Himabindu Lakkaraju
As various post hoc explanation methods are increasingly being leveraged to explain complex models in high-stakes settings, it becomes critical to develop a deeper understanding of if and when the explanations output by these methods disagree with each other, and how... View Details
Krishna, Satyapriya, Tessa Han, Alex Gu, Javin Pombra, Shahin Jabbari, Steven Wu, and Himabindu Lakkaraju. "The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective." Working Paper, 2022.
- Program
Strategic Negotiations
Summary The planning and strategizing process behind complex, high-stakes deals and major disputes can be even more important than your performance at the bargaining table. In this business negotiation strategy program, you will learn how... View Details
- Program
Leading Professional Service Firms
curriculum was substantially revised and expanded Learning and Living at HBS When you participate in an Executive Education program on the HBS campus, you enter an immersive experience where every aspect of the View Details
- Program
Changing the Game
Learn More Key Benefits This program improves your performance in a wide range of competitive transactions. You will return to your company ready to make the right moves during negotiations and become a skilled representative your... View Details
- 02 Apr 2008
- Research & Ideas
Four Companies that Conquered America
demanding market for almost everything from oil to microprocessors to premium coffee. Companies around the world aspire to do business in the U.S., or at least with U.S. companies in their home markets. By doing so, they learn much about... View Details
Keywords: by John Quelch
- May 2021
- Simulation
Customer Compatibility Exercise Application
By: Ryan W. Buell
Customers impose considerable variability on the operating systems of service organizations. They show up when they wish (arrival variability), they ask for different things (request variability), they vary in their willingness and ability to help themselves (effort... View Details
- 22 Nov 2023
- Research & Ideas
Humans vs. Machines: Untangling the Tasks AI Can (and Can't) Handle
problem-solving. The researchers designed a task “where consultants would excel, but AI would struggle without extensive guidance,” the paper explains. The BCG consultants in this group first had to understand a company’s distribution channels that included franchise,... View Details
- Program
Driving Digital Strategy
program is eligible for the Digital Transformation Certificate. Learn More Key Benefits By the end of this course, you will emerge as a dynamic and future-ready leader, armed with the knowledge, tools, and mindset necessary to lead your... View Details
- 05 May 2014
- Research & Ideas
Reflecting on Work Improves Job Performance
information with others would improve the learning process. Reflection, sharing, and self-efficacy For the first study, the team recruited 202 adults for an online experiment in which they completed a series... View Details
Keywords: by Carmen Nobel
- Program
Rising Generation in the Family Enterprise
critical decisions. Learning alongside a select group of generational peers, you will crystallize priorities and develop a plan of action to guide the next phase of your life and career—and the next phase of the business. Details Address... View Details
- Program
Growing as a Purposeful Leader
new era. You will develop new capabilities and learn new tools and approaches on how to orient your business around a noble, meaningful and credible purpose, set strategies that can help the chosen purpose come to life (addressing the... View Details
- Program
Strategic Perspectives in Nonprofit Management
Summary Today's nonprofit organizations are faced with shifting demands for services, resource constraints, and diverse operational challenges. They must also learn to navigate the advent of new technology and new sources of funding. To... View Details
- Web
Social Enterprise | Harvard Business School
Social Enterprise Initiative We educate, support, and inspire leaders across all sectors to tackle society's toughest challenges and make a difference in the world. Supporting a Dynamic Community MBA Experience Learn more about... View Details
- Article
Eliminating Unintended Bias in Personalized Policies Using Bias-Eliminating Adapted Trees (BEAT)
By: Eva Ascarza and Ayelet Israeli
An inherent risk of algorithmic personalization is disproportionate targeting of individuals from certain groups (or demographic characteristics such as gender or race), even when the decision maker does not intend to discriminate based on those “protected”... View Details
Keywords: Algorithm Bias; Personalization; Targeting; Generalized Random Forests (GRF); Discrimination; Customization and Personalization; Decision Making; Fairness; Mathematical Methods
Ascarza, Eva, and Ayelet Israeli. "Eliminating Unintended Bias in Personalized Policies Using Bias-Eliminating Adapted Trees (BEAT)." e2115126119. Proceedings of the National Academy of Sciences 119, no. 11 (March 8, 2022).
- September 2018 (Revised May 2021)
- Teaching Plan
Eastern Bank: Innovating Through Eastern Labs
By: Karen Mills, Dennis Campbell and Aaron Mukerjee
Eastern Bank is a 200-year-old New England mutual bank with a community focus. Eastern specializes in small business lending, having made strategic investments to become the top SBA lender in New England in the midst of the Great Recession, when other banks were... View Details
Keywords: Banks; Fintech; Innovation; Innovation & Entrepreneurship; Innovation And Strategy; Technological Change; Technology And Innovation Management; Entrepreneurial Management; Intrapreneurship; Banks and Banking; Innovation and Invention; Entrepreneurship; Innovation Strategy; Technological Innovation; Information Technology; Management
- 2015
- Book
MOVE: Putting America's Infrastructure Back in the Lead
Americans are stuck. We live with travel delays on congested roads; shipping delays on clogged railways; and delays on repairs, project approvals, and funding due to gridlocked leadership. These delays affect us all, whether you are a daily commuter, a frequent flyer,... View Details
Keywords: United States; Railroad History; Airlines; Airline Industry; Air Transportation; Passenger Transportation; Cities; Urban Planning; Freighting; Change; Leadership; Public Policy; Change Leadership; Public Finance; Infrastructure; Policy; Technological Innovation; Change Management; Leading Change; Urban Development; Project Finance; Entrepreneurship; City; Transportation; Transportation Industry; Shipping Industry; Rail Industry; Air Transportation Industry; United States
Kanter, Rosabeth M. MOVE: Putting America's Infrastructure Back in the Lead. New York: W. W. Norton & Company, 2015.
- Person Page
Cities, Structures, and Climate Shocks: Cross Registration 2024 Fall
By: John D. Macomber
HARVARD | BUSINESS | SCHOOL
CITIES, STRUCTURES, AND CLIMATE SHOCKS
Senior Lecturer John D. Macomber
HBS 1487
Fall, 2024
Cross... View Details
- 08 Apr 2014
- First Look
First Look: April 8
flat and statistically insignificant. These empirical facts contradict the conventional wisdom and constitute a challenge for the existing theories on upstream capital flows and global imbalances. Download working paper: http://ssrn.com/abstract=1920472 View Details
Keywords: Sean Silverthorne
- 02 Oct 2018
- First Look
New Research and Ideas, October 2, 2018
occupation or possession by grant/gift, and tributary or chieftaincy. Publisher's link: https://www.hbs.edu/faculty/Pages/item.aspx?num=54766 Opportunistic Returns and Dynamic Pricing: Empirical Evidence from Online Retailing in Emerging... View Details
Keywords: Dina Gerdeman
- Program
Launching New Ventures
innovation in established firms Complementary Program Advance your learning through Foundations of Private Equity and Venture Capital, offered the week following Launching New Ventures, which delves into entrepreneurial finance and offers... View Details