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- News (43)
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- Faculty Publications (120)
Show Results For
-
All HBS Web
(307)
- News (43)
- Research (184)
- Events (1)
- Multimedia (2)
- Faculty Publications (120)
- January 2017 (Revised March 2017)
- Case
IBM Transforming, 2012–2016: Ginni Rometty Steers Watson
By: Rosabeth Moss Kanter and Jonathan Cohen
To transform IBM for the next technology wave, Ginni Rometty, who became CEO in 2012, led divestment of declining businesses, made acquisitions in digital innovation and cloud computing, formed partnerships with former competitors such as Apple and tech startups, and...
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Keywords:
Digital;
Technological Change;
Artificial Intelligence;
Data;
IBM;
Watson;
Internet Of Things;
Innovation and Invention;
Management;
Sales;
Information Technology;
Technological Innovation;
Transformation;
AI and Machine Learning
Kanter, Rosabeth Moss, and Jonathan Cohen. "IBM Transforming, 2012–2016: Ginni Rometty Steers Watson." Harvard Business School Case 317-046, January 2017. (Revised March 2017.)
- 2022
- Article
Efficiently Training Low-Curvature Neural Networks
By: Suraj Srinivas, Kyle Matoba, Himabindu Lakkaraju and Francois Fleuret
Standard deep neural networks often have excess non-linearity, making them susceptible to issues such as low adversarial robustness and gradient instability. Common methods to address these downstream issues, such as adversarial training, are expensive and often...
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Keywords:
AI and Machine Learning
Srinivas, Suraj, Kyle Matoba, Himabindu Lakkaraju, and Francois Fleuret. "Efficiently Training Low-Curvature Neural Networks." Advances in Neural Information Processing Systems (NeurIPS) (2022).
- September 2011 (Revised July 2012)
- Case
Building Watson: Not So Elementary, My Dear!
By: Willy Shih
This case is set inside IBM Research's efforts to build a computer that can successfully take on human challengers playing the game show Jeopardy! It opens with the machine named Watson offering the incorrect answer "Toronto" to a seemingly simple question during the...
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Keywords:
Technological Innovation;
Standards;
Product Development;
Organizational Change and Adaptation;
Mathematical Methods;
Research and Development;
Information Technology
Shih, Willy. "Building Watson: Not So Elementary, My Dear!" Harvard Business School Case 612-017, September 2011. (Revised July 2012.)
- 2023
- Working Paper
Insufficiently Justified Disparate Impact: A New Criterion for Subgroup Fairness
By: Neil Menghani, Edward McFowland III and Daniel B. Neill
In this paper, we develop a new criterion, "insufficiently justified disparate impact" (IJDI), for assessing whether recommendations (binarized predictions) made by an algorithmic decision support tool are fair. Our novel, utility-based IJDI criterion evaluates false...
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Menghani, Neil, Edward McFowland III, and Daniel B. Neill. "Insufficiently Justified Disparate Impact: A New Criterion for Subgroup Fairness." Working Paper, June 2023.
- 22 Oct 2007
- Research & Ideas
Bringing ‘Lean’ Principles to Service Industries
"waterfall" method in which each step of the process is completed in turn by a separate worker. By sharing mistakes across the process, the customer and project team members benefit individually...
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- 2023
- Working Paper
Auditing Predictive Models for Intersectional Biases
By: Kate S. Boxer, Edward McFowland III and Daniel B. Neill
Predictive models that satisfy group fairness criteria in aggregate for members of a protected class, but do not guarantee subgroup fairness, could produce biased predictions for individuals at the intersection of two or more protected classes. To address this risk, we...
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Boxer, Kate S., Edward McFowland III, and Daniel B. Neill. "Auditing Predictive Models for Intersectional Biases." Working Paper, June 2023.
- 2022
- Working Paper
Outcome-Driven Dynamic Refugee Assignment with Allocation Balancing
By: Kirk Bansak and Elisabeth Paulson
This study proposes two new dynamic assignment algorithms to match refugees and asylum seekers to geographic localities within a host country. The first, currently implemented in a multi-year pilot in Switzerland, seeks to maximize the average predicted employment...
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Bansak, Kirk, and Elisabeth Paulson. "Outcome-Driven Dynamic Refugee Assignment with Allocation Balancing." Harvard Business School Working Paper, No. 23-048, January 2022.
- 01 Dec 2015
- First Look
December 1, 2015
Statistics Survive Another Day: Using Changes in the Composition of Investments to Measure the Cost of Credit Constraints By: Garicano, Luis, and Claudia Steinwender Abstract—We introduce a novel empirical...
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Keywords:
Sean Silverthorne
- Web
Publications - Faculty & Research
Downstream Emissions By: Robert S. Kaplan and Karthik Ramanna An increasing number of companies are using the E-liability carbon-accounting method as an important tool for tracking progress toward reducing...
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- Web
Program Requirements - Doctoral
Methods II (Economics 2115) Advanced Applied Econometrics (Economics 2144) Industrial Organization (Economics 2610) Statistical Methods for Evaluating Causal Effects (Econ...
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- June 2020
- Article
Real-time Data from Mobile Platforms to Evaluate Sustainable Transportation Infrastructure
By: Omar Isaac Asensio, Kevin Alvarez, Arielle Dror, Emerson Wenzel, Catharina Hollauer and Sooji Ha
By displacing gasoline and diesel fuels, electric cars and fleets reduce emissions from the transportation sector, thus offering important public health benefits. However, public confidence in the reliability of charging infrastructure remains a fundamental barrier to...
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Keywords:
Environmental Sustainability;
Transportation;
Infrastructure;
Behavior;
AI and Machine Learning;
Demand and Consumers
Asensio, Omar Isaac, Kevin Alvarez, Arielle Dror, Emerson Wenzel, Catharina Hollauer, and Sooji Ha. "Real-time Data from Mobile Platforms to Evaluate Sustainable Transportation Infrastructure." Nature Sustainability 3, no. 6 (June 2020): 463–471.
- 15 Jul 2008
- First Look
First Look: July 15, 2008
turning to appraisers, actuaries, and evaluators, whether internal, external, or a combination. The Competitive Imperative of Learning Author:Amy C. Edmondson Publication:HBS Centennial Issue. Harvard...
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Keywords:
Martha Lagace
- Web
Faculty & Research
education in 1925, the case method is a powerful interactive learning process that puts students in the shoes of a leader faced with a real-world management issue and...
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- 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...
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Keywords:
Sean Silverthorne
- Web
Curriculum - MBA
introduce basic concepts in biostatistics, survival analysis, machine learning, and mathematical modeling. Methods will be presented with a focus on prediction,...
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- Web
Find Answers - MBA
experience before applying? The case method of learning used by our MBA program relies on exchanging perspectives. Our MBA students draw on their individual professional experiences when analyzing View Details
- Web
Online Business Analytics Course | HBS Online
conclusions from population samples Implement regression analysis and other analytical techniques in Excel Who Will Benefit College Students and Recent Graduates Those Considering Graduate School Mid-Career...
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- 17 Jun 2014
- First Look
First Look: June 17
method for identifying economically related peer firms and for measuring their relative importance. Our results show that firms appearing in chronologically adjacent searches by the same individual...
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Keywords:
Sean Silverthorne
- 27 Nov 2023
- Research & Ideas
Voting Democrat or Republican? The Critical Childhood Influence That's Tough to Shake
The political bent of the neighborhood where they grew up—and especially where they spent their teen years. Beyond just parental influence, environmental factors such as friends, teachers, and media environment play a View Details
Keywords:
by Ben Rand
- Web
Curriculum - MBA
business model. Students will learn the attributes of effective tech venture business models and organizations—and how to design them. They will employ system dynamics modeling using simulation software to...
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