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Show Results For
- All HBS Web
(1,111)
- People (1)
- News (222)
- Research (641)
- Events (14)
- Multimedia (7)
- Faculty Publications (519)
- 07 Jan 2019
- Research & Ideas
The Better Way to Forecast the Future
for prediction and for forecasting something that is unknown.” The rise of big data and machine learning offers infinitely more fuel to churn out... View Details
- 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
Srinivas, Suraj, Sebastian Bordt, and Himabindu Lakkaraju. "Which Models Have Perceptually-Aligned Gradients? An Explanation via Off-Manifold Robustness." Advances in Neural Information Processing Systems (NeurIPS) (2023).
- 19 Apr 2004
- Research & Ideas
Birth of the American Salesman
Influence People, published originally in 1937, remains one of the most popular and draws in part on lessons the author learned working as a salesman for Armour. Q: You trace the world of selling in America... View Details
Keywords: by Laura Linard
- 14 Mar 2024
- Blog Post
IFC India: SELCO - Last Mile Solar Powered Energy for Rural India
impact within the community is designed to build ecosystems that deliver quality livelihood, health, and energy services at the last mile. During our visit, we had the chance to see and View Details
- Web
Digital Innovation - Alumni
harnessing the latest technology to educate students, conduct real-world research and share impactful insights with practitioners worldwide, and provide lifelong learning to... View Details
- 25 Apr 2024
- News
Origin Stories
American Petroleum Institute. At Harvard and Harvard Business School, Hess learned the language of business and the languages of the countries where Hess did business,... View Details
- Web
Data Practices - Research Computing Services
Data Practices Data Tips & Toolkits RCS has compiled an array of packages and tools that can help you with your data wrangling, web scraping, and statistical analysis, among others. Below is a selected list... View Details
- Web
Research Computing Services - Faculty & Research
and matching Review of papers and assistance addressing reviewers' comments Identification and testing of new methods and approaches The... View Details
- Web
Logging In - Research Computing Services
on your desktop (use all default settings during the installation). After the desktop installation is complete, please restart your machine before proceeding. Local Client Connection On the Welcome page, click on “Create a new connection”... View Details
- Web
Frequently Asked Questions | HBS Online
self-report continuing education credits earned from external sources. CFA Institute members are encouraged to self-document such credits in their online Professional Learning tracker. AI Essentials for... 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
Li, Marvin, Jason Wang, Jeffrey Wang, and Seth Neel. "MoPe: Model Perturbation-based Privacy Attacks on Language Models." Proceedings of the Conference on Empirical Methods in Natural Language Processing (2023): 13647–13660.
- 18 Dec 2019
- Book
6 Skills That Wise Companies Harness for World-Changing Innovation
Takeuchi says he’s hopeful that Japanese firms will start to take advantage of machine learning and other technologies that Western companies are embracing. But as large... View Details
Keywords: by Kristen Senz
- Web
Business Insights Blog | HBS Online
News & Events Productivity Staff Spotlight Strategy Student Profiles Technology Work-Life Balance Courses Courses AI Essentials for Business Alternative Investments Business Analytics Business Strategy Business View Details
- 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
- 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
- 16 Dec 2022
- Research & Ideas
Why Technology Alone Can't Solve AI's Bias Problem
other strategies to achieve a better solution in the end.” You Might Also Like: When Bias Creeps into AI, Managers Can Stop It by Asking the Right Questions White Airbnb Hosts Earn More. Can AI Shrink the Racial Gap? When Design Enables... View Details
- Winter 2021
- Editorial
Introduction
This issue of Negotiation Journal is dedicated to the theme of artificial intelligence, technology, and negotiation. It arose from a Program on Negotiation (PON) working conference on that important topic held virtually on May 17–18. The conference was not the... View Details
Wheeler, Michael A. "Introduction." Special Issue on Artificial Intelligence, Technology, and Negotiation. Negotiation Journal 37, no. 1 (Winter 2021): 5–12.
- 01 Jun 2023
- News
From Big Pharma to Startup
Hunter Goble (MBA 2022) did not enroll in Harvard Business School with dreams of becoming an entrepreneur. After earning his MBA, Goble intended to return to Eli Lilly to continue to work building brands and launching products. He envisioned himself leading a big,... View Details
Keywords: April White
- 2023
- Article
Benchmarking Large Language Models on CMExam—A Comprehensive Chinese Medical Exam Dataset
By: Junling Liu, Peilin Zhou, Yining Hua, Dading Chong, Zhongyu Tian, Andrew Liu, Helin Wang, Chenyu You, Zhenhua Guo, Lei Zhu and Michael Lingzhi Li
Recent advancements in large language models (LLMs) have transformed the field of question answering (QA). However, evaluating LLMs in the medical field is challenging due to the lack of standardized and comprehensive datasets. To address this gap, we introduce CMExam,... View Details
Keywords: Large Language Model; AI and Machine Learning; Analytics and Data Science; Health Industry
Liu, Junling, Peilin Zhou, Yining Hua, Dading Chong, Zhongyu Tian, Andrew Liu, Helin Wang, Chenyu You, Zhenhua Guo, Lei Zhu, and Michael Lingzhi Li. "Benchmarking Large Language Models on CMExam—A Comprehensive Chinese Medical Exam Dataset." Conference on Neural Information Processing Systems (NeurIPS), Datasets and Benchmarks Track 36 (2023).
- 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