Data - Publications - Faculty & Research

01 Feb 2018
News

Can big data revolutionise policymaking by governments?

2023
Working Paper

Black-box Training Data Identification in GANs via Detector Networks

By: Lukman Olagoke, Salil Vadhan and Seth Neel

Since their inception Generative Adversarial Networks (GANs) have been popular generative models across images, audio, video, and tabular data. In this paper we study whether given access to a trained GAN, as well as fresh samples from the underlying distribution, if... View Details

Keywords: Cybersecurity; Copyright; AI and Machine Learning; Analytics and Data Science

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Protecting Data at HBS | Information Technology

Protecting Data at HBS Data Classification Levels ("DCL") To ensure a common understanding, Harvard uses a 5-step scale for data sensitivity. The higher the number, the more... View Details

2017
Working Paper

Nowcasting the Local Economy: Using Yelp Data to Measure Economic Activity

By: Edward L. Glaeser, Hyunjin Kim and Michael Luca

Can new data sources from online platforms help to measure local economic activity? Government datasets from agencies such as the U.S. Census Bureau provide the standard measures of economic activity at the local level. However, these statistics typically appear only... View Details

Keywords: Economy; Analytics and Data Science; Local Range; Social and Collaborative Networks

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08 Nov 2018
News

Could Big Data Replace the Creative Director at the Gap?

News

Data Can Do for Change Management What It Did for Marketing

2022
Working Paper

The Limits of Decentralized Administrative Data Collection: Experimental Evidence from Colombia

By: Natalia Garbiras-Diaz and Tara Slough

States collect vast amounts of data for use in policymaking and public administration. To do so, central governments frequently solicit data from decentralized bureaucrats. Because central governments use these data in policymaking, decentralized bureaucrats may face... View Details

Keywords: Decentralization; Policy-making; Policy/economics; Policy Evaluation; Governance; Government Administration; Government and Politics; Government Legislation; Policy; Public Opinion; Analytics and Data Science; Latin America; South America; Colombia

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01 Dec 1999
News

EMC's Ruettgers Finds Gold in Data Storage

noted, EMC has spent some $1 billion during the 1990s developing its own software for data storage and retrieval. Emphasis on R&D and quality control has been a key to EMC's success. But Ruettgers, often noted for making brilliant... View Details