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  • 28 Apr 2003
  • Research & Ideas

Supply Chain Risk: Deal With It

Back in the early 1990s, managers of U.S. companies were justifiably proud of the well-oiled machines they'd made of their supply chains. Over the previous fifteen to twenty years, they'd wrung costs from the mechanisms View Details
Keywords: by David Stauffer
  • 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
  • 20 Nov 2019
  • Research & Ideas

It's No Joke: AI Beats Humans at Making You Laugh

of tests to make its own estimations. The computer had no way of parsing the language in the jokes, nor did it follow a model indicating what features made a joke funny. Instead, it relied on “collaborative filtering” algorithms to learn... View Details
Keywords: by Dina Gerdeman
  • 01 Jun 2024
  • News

Leveraging Generative AI

about half of the class never or rarely used it, saying that they wanted to figure out the concepts themselves. The rest of the class used it sometimes or frequently, primarily to understand statistical or View Details
Keywords: Jennifer Gillespie
  • 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
  • 01 Dec 2022
  • News

Future Vision

teach by the case method in new and different modalities. These were huge lifts for our IT and operations teams and for our faculty View Details
Keywords: Brian Kenny; Educational Support Services; Educational Services
  • Web

Technology & Operations Management Awards & Honors - Faculty & Research

Optimum Renewable Generation and Energy Storage Investments” with Simone Marinesi, and Serguei Netessine. Himabindu Lakkaraju : Honorable Mention for the Workshop on Trustworthy View Details
  • 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
  • 2023
  • Article

Which Models Have Perceptually-Aligned Gradients? An Explanation via Off-Manifold Robustness

By: Suraj Srinivas, Sebastian Bordt and Himabindu Lakkaraju
One of the remarkable properties of robust computer vision models is that their input-gradients are often aligned with human perception, referred to in the literature as perceptually-aligned gradients (PAGs). Despite only being trained for classification, PAGs cause... View Details
Keywords: AI and Machine Learning; Mathematical Methods
Related
  • 2023
  • Working Paper

Distributionally Robust Causal Inference with Observational Data

By: Dimitris Bertsimas, Kosuke Imai and Michael Lingzhi Li
We consider the estimation of average treatment effects in observational studies and propose a new framework of robust causal inference with unobserved confounders. Our approach is based on distributionally robust optimization and proceeds in two steps. We first... View Details
Keywords: AI and Machine Learning; Mathematical Methods
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  • 12 Mar 2021
  • News

My Favorite Case

it is important to consider the context and development life cycle of an idea when collecting data or running an experiment—what have we really learned from this experience. —Amy Lieb (MBA 2001) Back to top... View Details
Keywords: Business Schools & Computer & Management Training; Educational Services
  • Web

Marketing Awards & Honors - Faculty & Research

hybrid teaching and learning. Ayelet Israeli : Received the 2020–2021 Robert F. Greenhill Award. Isamar Troncoso : Selected as an AMA-Sheth Foundation Doctoral Consortium Faculty Fellow by the American Marketing Association in 2021.... View Details
  • 01 Sep 2016
  • Blog Post

Reflecting on the HKS/HBS Joint Degree Program

the future after my time at Harvard. At the Kennedy School, the MPA/ID program offered me rigorous quantitative courses about macroeconomics, statistics, and policy making. I learned to evaluate the impact... View Details
  • 22 Feb 2021
  • Book

Reaching Today's Omnichannel Customer Takes a New Sales Strategy

other business function. But the ROI is disappointing because much of the training misunderstands how salespeople learn, is classroom-centric, and fails to take advantage of new tools that stimulate peer View Details
Keywords: by Kristen Senz
  • Web

Frequently Asked Questions | HBS Online

and, speak the 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... View Details
  • 9 AM – 9 AM EDT, 09 Oct 2018

HBX Business Analytics

Develop a data mindset and the analytical skills to interpret and communicate data. This course will demystify data analysis and equip you with concrete skills to apply in your work or further studies. Program Dates: October 9, 2018 - December 6, 2018 View Details
  • 9 AM – 10 AM EDT, 20 Mar 2019
  • HBS Online

HBS Online Business Analytics

Develop a data mindset and the analytical skills to interpret and communicate data. This course will demystify data analysis and equip you with concrete skills to apply in your work or further studies. Program Dates: March 20, 2019 - May 15, 2019 View Details
  • 9 AM – 10 AM EDT, 16 Oct 2019
  • HBS Online

HBS Online Business Analytics

Develop a data mindset and the analytical skills to interpret and communicate data. This course will demystify data analysis and equip you with concrete skills to apply in your work or further studies. Program Dates: October 16, 2019 - December 11, 2019 View Details
  • 9 AM – 10 AM EDT, 07 Aug 2019
  • HBS Online

HBS Online Business Analytics

Develop a data mindset and the analytical skills to interpret and communicate data. This course will demystify data analysis and equip you with concrete skills to apply in your work or further studies. Program Dates: August 7, 2019 - October 2, 2019 View Details
  • 9 AM – 10 AM EST, 09 Jan 2019
  • HBS Online

HBS Online Business Analytics

Develop a data mindset and the analytical skills to interpret and communicate data. This course will demystify data analysis and equip you with concrete skills to apply in your work or further studies. Program Dates: January 9, 2019 - March 6, 2019 View Details