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  • Web

AASU50 - Alumni

50th Anniversary Keynote Speech, by Henry Louis Gates Jr. Can AI Combat Biases Against Women and People of Color? (Barry Libert presentation) Entrepreneurial Action & The Case for Optimism (Bill Sahlman... View Details
  • 2023
  • Article

MoPe: Model Perturbation-based Privacy Attacks on Language Models

By: Marvin Li, Jason Wang, Jeffrey Wang and Seth Neel
Recent work has shown that Large Language Models (LLMs) can unintentionally leak sensitive information present in their training data. In this paper, we present Model Perturbations (MoPe), a new method to identify with high confidence if a given text is in the training... View Details
Keywords: Large Language Model; AI and Machine Learning; Cybersecurity
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  • Web

Scaling Work - Research Computing Services

can be run in parallel ....and are often used for Machine Learning types of'embarrassingly parallel' tasks (== a huge task can be broken down into many smaller ones that are completely independent of one... View Details
  • 07 Aug 2013
  • What Do You Think?

Is There Still a Role for Judgment in Decision-Making?

contradictory to sound judgment. It only emphasizes it . Judgment is an encapsulation of all those elements data, facts, processes, etc that go into decisions from which we have learned in the past." Joe Schmid said: "Our... View Details
Keywords: by James Heskett
  • Web

Launching Tech Ventures | HBS Online

Enrollment Stories FAQs Start Anytime Key Concepts Master frameworks and tools to execute a high-quality, profitable business model Discover how to conduct experiments to determine your venture’s value proposition, go-to-market strategy,... View Details
  • 12 Sep 2023
  • Blog Post

Harvard Climate Entrepreneurs Circle: Taking Climate Solutions from Idea to Action, Faster

ventures I was advising as the senior advisor for social entrepreneurship at the Harvard Innovation Labs. They said: “Hey, we’d like to learn more about that solution, and we think our colleagues might too.”... View Details
  • 01 Dec 2022
  • News

Action Plan: To the Letter

most of his career in travel and in private equity. In 2019, the private equity firm HGGC acquired Monotype for $825 million and recruited Chacko in 2021 to run it. At Monotype, he View Details
Keywords: April White; design; typography; change management; leadership; Special Design Services; Professional Services
  • 01 Jun 2023
  • News

From Big Pharma to Startup

diagnosis and treatment with genomic sequencing and machine learning to solve antibiotic resistance Nix—develops biosensors that analyze... View Details
Keywords: April White
  • Web

Frequently Asked Questions | HBS Online

allows its members the ability to self-determine and self-report continuing education credits earned from external sources. CFA Institute members are encouraged to self-document such credits in their online Professional View Details
  • 2023
  • Article

On the Impact of Actionable Explanations on Social Segregation

By: Ruijiang Gao and Himabindu Lakkaraju
As predictive models seep into several real-world applications, it has become critical to ensure that individuals who are negatively impacted by the outcomes of these models are provided with a means for recourse. To this end, there has been a growing body of research... View Details
Keywords: Forecasting and Prediction; AI and Machine Learning; Outcome or Result
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  • Web

Invention of the Polarizer - Edwin H. Land & Polaroid | Harvard Business School

direction. He then learned that by coating a thin sheet of plastic with microscopic crystals, he could stretch and align the crystals before the material dried. This synthetic polarizing material could be... View Details
  • 06 Jul 2020
  • Research & Ideas

The Right Way to Manage Customer Churn for Maximum Profit

the example of an online retailer who suddenly sees a monthly shopper stop buying for two months. “Customers just stop using the service but don’t have to tell the company.” In order to manage churn, companies typically use machine View Details
Keywords: by Michael Blanding; Retail; Service; Financial Services
  • 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... View Details
Keywords: AI and Machine Learning; Forecasting and Prediction; Prejudice and Bias
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  • 26 Mar 2018
  • Research & Ideas

To Motivate Employees, Give an Unexpected Bonus (or Penalty)

employees make or how many units they produce. “The objective performance measures don’t take into consideration whether the machine broke down or whether someone is still learning the job,” Gallani... View Details
Keywords: by Michael Blanding; Manufacturing
  • 01 Mar 2024
  • News

The Internet's Next Frontier

While the Crypto, Fintech, and Web3 Lab—one of 13 labs contained within Harvard’s Digital Data Design Institute—might not have the Bunsen burners and test tubes found in science and engineering labs, it does share a philosophical construct: it is a sandbox—an... View Details
Keywords: Jennifer Gillespie
  • Web

Marketing Awards & Honors - Faculty & Research

School Commencement. 2003 Jill J. Avery : Awarded the Harvard University Certificate of Distinction in Teaching in 2003 from the Derek Bok Center for Teaching and Learning for her service as a teaching... View Details
  • 18 Jul 2019
  • Lessons from the Classroom

The Internet of Things Needs a Business Model. Here It Is

'I’ll bring it down to 3 percent,' but without any proof, the customer will say, 'why don’t you try it out on someone else first,'” Lal says. For that reason, instead of just selling connected products to business customers, companies must View Details
Keywords: by Michael Blanding; Computer
  • 22 Jul 2019
  • Book

How to Be a Digital Platform Leader

All of the most valuable firms in the world today are platforms, starting with Apple, Microsoft, Google and Amazon. But platforms do not evolve in predictable ways, and there is a lot that managers View Details
Keywords: by Martha Lagace
  • Web

Software Tools - Research Computing Services

below: Git and GitHub Julia Jupyter Notebooks Machine Learning frameworks (Tensorflow, PyTorch, Keras, OpenCV) R and Python Rclone to sync files... View Details
  • Web

2024 Reunion Presentations - Alumni

operating architecture, redefining how they create, capture, share, and deliver value. Professor Karim Lakhani discusses how reinventing the firm around data, analytics, and AI... View Details