Interpretable Machine Learning - Publications - Faculty & Research

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Behavioral Finance & Financial Stability

Andrei Shleifer SEP 2021 The financial crisis of 2007–2008 has revived academic interest in price bubbles. The authors introduce diagnostic expectations into a standard setting of price formation in which investors learn about the... View Details

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Online Business Analytics Course | HBS Online

language of data science across themes such as forecasting, linear regressions, and machine learning to better lead your team to long-term success. You will learn how to create... View Details

September 2020
Case

True North: Pioneering Analytics, Algorithms and Artificial Intelligence

By: Karim R. Lakhani, Kairavi Dey and Hannah Mayer

True North was a private equity fund that specialized in the growth and buyout of mid-market, India-centric companies. The leadership team initially believed that technology was not core to traditional businesses and steered clear of new age technology-oriented... View Details

Keywords: Artificial Intelligence; Information Technology; Management; Operations; Organizations; Leadership; Innovation and Invention; Business Model; AI and Machine Learning; Computer Industry; Technology Industry

Citation

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Frank Nagle is an assistant professor in the Strategy Unit at Harvard Business School. Professor Nagle studies how competitors can collaborate on the creation of core technologies, while still competing on the products and services built on top of them - especially... View Details

05 Dec 2023
Research & Ideas

Are Virtual Tours Still Worth It in Real Estate? Evidence from 75,000 Home Sales

remains white-hot despite high interest rates. “Maybe it doesn't help you to get a 5 percent sales price rise by using visual tools—but it might help sellers in many other ways,” Troncoso says. Virtual reality for house hunting To parse selling behavior, the... View Details

Keywords: by Rachel Layne; Real Estate

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Entrepreneurship - Faculty & Research

course for its future? Keywords: Business Startups ; Entrepreneurship ; AI and Machine Learning ; Technology Industry ; China Citation Educators Related Gompers, Paul A., and Shu Lin. "Mobvoi’s Path Through... View Details

15 Feb 2022
Book

When Working Harder Doesn’t Work, Time to Reinvent Your Career

to others. They also get better at interpreting the ideas that others have— sometimes even to the people who came up with them. These abilities that appear later in life favor some specific professions. For example, theoretical... View Details

Keywords: by Avery Forman

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Technology & Innovation - Faculty & Research

Transformation ; Decision Making ; Globalized Markets and Industries ; Government and Politics ; AI and Machine Learning ; Innovation and Management ; Innovation Strategy ; Innovation Leadership ; Leadership... View Details

Research Summary

Overview

By: Kris Johnson Ferreira

Professor Ferreira's research primarily focuses on how retailers can use algorithms to make better revenue management decisions, including pricing, product display, and assortment planning. In the retail industry, anticipating consumer demand is arguably one of the... View Details

Keywords: E-commerce; Analytics; Revenue Management; Pricing; Assortment Planning; Field Experiments; Operations; Supply Chain; Supply Chain Management; Retail Industry

Profile

Mark Giragosian

College and Northwestern University, including internships in consulting and investment banking. Upon retiring from the Joffrey, Mark worked at Morgan Stanley. “I wanted to have another career, not just another job. I looked for opportunities to View Details

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Online Business Courses & Certifications | HBS Online

multi-course credential programs 7 Courses Credential of Leadership, Impact, and Management in Business (CLIMB) CLIMB enables new and experienced leaders to ignite their careers with a combination of vital and forward-looking business skills, self-reflection, and an... View Details

28 Feb 2007
Research & Ideas

Capital Rules: The Tensions of Global Finance

the exceptions that scholars and policymakers had historically reserved from their embrace of open capital markets were ruled out of bounds. The norm of capital mobility was to be universal and unqualified. Deviation was a powerful signal of heterodoxy, and the markets... View Details

Keywords: by Rawi Abdelal

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Financial Accounting Online Course | HBS Online

online certificate program from Harvard Business School. This course teaches the fundamentals of financial accounting from the ground up. Participants learn how to prepare and interpret financial... View Details

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Leadership Initiative - Leadership

Review Press 2014), co-founder of Paradox Strategies, and co-creator of the Innovation Quotient, re:Route, and re:Mind. Hill co-founded InnovationForce, a SaaS company using AI and machine learning to... View Details

24 Jul 2000
Research & Ideas

Value Maximization and Stakeholder Theory

as do those who narrowly focus on short-term financial gain. In the excerpt below, Jensen describes a new scorecard to help business leaders and managers keep pace. A firm cannot maximize value, Jensen writes, if it ignores the interests of its stakeholders. But a... View Details

Keywords: by Michael C. Jensen

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Leadership - Faculty & Research

Globalized Markets and Industries ; Government and Politics ; AI and Machine Learning ; Innovation and Management ; Innovation Strategy ; Innovation Leadership ; Leadership ; Leadership Style ; Leading... View Details

02 Jun 2022
Research & Ideas

Blissful Thinking: When It Comes to Finding Happiness, 'Your Dreams Are Liars'

the research problem, at this point. I’m the subject and I’m the researcher. I’m like a perpetual-motion machine of happiness research.” In this conversation with the HBS Alumni Bulletin, Brooks talks about why happiness has become such a... View Details

Keywords: by Dan Morrell

17 Jan 2023
In Practice

8 Trends to Watch in 2023

As 2023 begins, businesses and employees face an uncertain economy and labor market, as the twin dilemmas of inflation and interest rates weigh on forecasts. Harvard Business School faculty share the top trends that they believe will shape the workplace and markets... View Details

Keywords: by Avery Forman

May 2022
Article

Coins for Bombs: The Predictive Ability of On-Chain Transfers for Terrorist Attacks

By: Dan Amiram, Evgeny Lyandres and Daniel Rabetti

This study examines whether we can learn from the behavior of blockchain-based transfers to predict the financing of terrorist attacks. We exploit blockchain transaction transparency to map millions of transfers for hundreds of large on-chain service providers. The... View Details

Keywords: Blockchain; Bitcoin; Accounting; AI and Machine Learning; National Security; Governing Rules, Regulations, and Reforms