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Publications

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  • All HBS Web  (491)
    • News  (148)
    • Research  (225)
    • Events  (7)
    • Multimedia  (6)
  • Faculty Publications  (179)

Show Results For

  • All HBS Web  (491)
    • News  (148)
    • Research  (225)
    • Events  (7)
    • Multimedia  (6)
  • Faculty Publications  (179)
← Page 14 of 491 Results →
  • 22 Feb 2024
  • Blog Post

It’s Time to Build: Why the MS/MBA Is Right for You!

generally applicable, I also hoped to stay technical where possible, especially in 2021 amid the changing environment for AI and Web3. A conversation with a friend and mentor Emily Batt (MS/MBA 2020)... View Details
  • 01 Dec 2023
  • News

A Continuum of Innovation

innovation, and we’re committed to continuing that tradition. You can see that in how we’ve approached generative artificial intelligence (GAI) in the program this year. From early in 2023, when we began planning our policy on GAI, we... View Details
Keywords: Jennifer Gillespie
  • Web

Skydeck - Alumni

on how conscious consumers are redefining the economy Jeff Immelt (MBA 1982) in the Hot Seat: Episode 2 Case studies in crisis management and what it takes to motivate the next generation of talent Jeff Immelt (MBA 1982) in the Hot Seat:... View Details
  • Article

Adaptive Machine Unlearning

By: Varun Gupta, Christopher Jung, Seth Neel, Aaron Roth, Saeed Sharifi-Malvajerdi and Chris Waites
Data deletion algorithms aim to remove the influence of deleted data points from trained models at a cheaper computational cost than fully retraining those models. However, for sequences of deletions, most prior work in the non-convex setting gives valid guarantees... View Details
Keywords: Machine Learning; AI and Machine Learning
Citation
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Gupta, Varun, Christopher Jung, Seth Neel, Aaron Roth, Saeed Sharifi-Malvajerdi, and Chris Waites. "Adaptive Machine Unlearning." Advances in Neural Information Processing Systems (NeurIPS) 34 (2021).
  • 14 Jul 2023
  • Blog Post

Harvard Business School Announces Its 2023-2024 Blavatnik Fellows

fellows will be a part of the next decade of life science venture creation. I am truly delighted to continue to be a part of the fellowship’s growth and to be able to mentor the next generation of entrepreneurs who are commercializing... View Details
  • Web

Entrepreneurial Management Curriculum - Faculty & Research

Entrepreneurial Management Overview Faculty Curriculum Seminars & Conferences Awards & Honors Doctoral Students MBA Required Curriculum (FIRST YEAR) The Entrepreneurial Manager In order to “educate leaders who make a difference in the world,” the Harvard Business... View Details
  • August 2023
  • Article

Explaining Machine Learning Models with Interactive Natural Language Conversations Using TalkToModel

By: Dylan Slack, Satyapriya Krishna, Himabindu Lakkaraju and Sameer Singh
Practitioners increasingly use machine learning (ML) models, yet models have become more complex and harder to understand. To understand complex models, researchers have proposed techniques to explain model predictions. However, practitioners struggle to use... View Details
Keywords: AI and Machine Learning; Technological Innovation; Technology Adoption
Citation
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Slack, Dylan, Satyapriya Krishna, Himabindu Lakkaraju, and Sameer Singh. "Explaining Machine Learning Models with Interactive Natural Language Conversations Using TalkToModel." Nature Machine Intelligence 5, no. 8 (August 2023): 873–883.
  • 28 Mar 2024
  • News

Rooms with a View

argues that it’s their people. If companies understand the economics of the hospitality industry that way, Mirza believes more of the profits will flow to the employees. “In any service business, your brand equity is very much tied to your talent and, in hotels,... View Details
Keywords: April White; photos by Christina Gandolfo; Hospitality
  • 01 Jun 2024
  • News

Quantum Leap

learning—a phenomenon known as “quantum AI”—would allow artificially intelligent systems to process vast amounts of data at incredible speed, enabling businesses to train their AI models more quickly and energy efficiently, and to View Details
Keywords: Alexander Gelfand; photographed by Chris Sorensen; quantum computing; innovation; leadership; Computer and Electronic Product Manufacturing; Manufacturing
  • 03 Oct 2017
  • First Look

First Look at Research and Ideas, October 3, 2017

prospects of females. However, Edlund (1999) proposes an (as yet untested) theory that, in environments where hypergamy is practiced and parents derive utility from married children, a male-skewed sex ratio can generate a permanent female... View Details
Keywords: by Sean Silverthorne
  • 30 Nov 2021
  • In Practice

What's the Role of Business in Confronting Climate Change?

The 26th annual United Nations Climate Change Conference of the Parties, also known as COP26, ended with a hard-fought pact that called on businesses and governments to meet their climate change goals faster. The event followed an August report by the Intergovernmental... View Details
Keywords: by Lynn Schenk and Dina Gerdeman
  • 13 May 2024
  • Research & Ideas

Picture This: Why Online Image Searches Drive Purchases

Professor of Business at HBS, who is a coauthor of the new research. “Companies are finally coming to this realization and adjusting online search tools accordingly.” The market for AI technology in retail—and the promise of a more... View Details
Keywords: by Rachel Layne; Information Technology; Technology; Consumer Products; Retail
  • 11 Jan 2021
  • Research & Ideas

Is A/B Testing Effective? Evidence from 35,000 Startups

percent more products. "If you’re generating more ideas, you’re more likely to generate new products." “We think there are more product introductions because when you lower the cost of testing, that makes it... View Details
Keywords: by Kristen Senz
  • 20 Oct 2023
  • News

Highlights from the Fall 2023 Alumni Board Meeting

On the evening of Wednesday, October 11, Alumni Board members joined with current HBS students in the Spangler Center for "A Conversation about Life Lessons", which was led by Leslie Perlow, the Konosuke Matsushita Professor of Leadership. This October, more than 75... View Details
  • 2024
  • Conference Paper

Quantifying Uncertainty in Natural Language Explanations of Large Language Models

By: Himabindu Lakkaraju, Sree Harsha Tanneru and Chirag Agarwal
Large Language Models (LLMs) are increasingly used as powerful tools for several high-stakes natural language processing (NLP) applications. Recent prompting works claim to elicit intermediate reasoning steps and key tokens that serve as proxy explanations for LLM... View Details
Keywords: Large Language Model; AI and Machine Learning
Citation
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Related
Lakkaraju, Himabindu, Sree Harsha Tanneru, and Chirag Agarwal. "Quantifying Uncertainty in Natural Language Explanations of Large Language Models." Paper presented at the Society for Artificial Intelligence and Statistics, 2024.
  • Web

Women’s Leadership Summit - Alumni

institutions, and more. Additional themes included artificial intelligence, DEI initiatives, and career journeys. The diverse audience emphasized the universal nature of the challenges and opportunities facing women in business today, while fostering rich discussions... View Details
  • 16 May 2023
  • In Practice

After Silicon Valley Bank's Flameout, What's Next for Entrepreneurs?

process. Today, it’s SVB, tomorrow it may be something else. While they can’t prepare for every possible scenario, founders should at least know what general processes are in place. Don’t wait for the inevitable. Julia Austin is a senior... View Details
Keywords: by Avery Forman; Technology; Financial Services
  • 28 Feb 2018
  • Sharpening Your Skills

Master the Team Meeting

monkeybusinessimages No matter how much we hate going to meetings, there’s a generally accepted best practice that teams should meet with their managers on a regular cadence. More often than not, unfortunately, I hear leaders and their... View Details
Keywords: by Julia Austin
  • 01 Mar 2024
  • News

Vital Signs

day. An abbreviation of “demonstrating diagnostics,” DemDx is a software platform with embedded AI technology that guides health care providers through all the necessary questions in a patient examination to speed the patient onto the... View Details
Keywords: Jen McFarland Flint; Hospitals; Health, Social Assistance
  • 01 Jun 2024
  • News

Redefining How Businesses Operate

increases in capabilities, forcing practitioners to rethink business models and reassess the commercial and ethical choices they make. While AI is one of three key topics spotlighted in Ghosh’s course, View Details
Keywords: Jennifer Gillespie
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