Ensure equity in the impact of data science
Modern society is challenged by balancing the power of big data and its analysis with issues of privacy, equity, and safety. Safe use of data science includes making sure black-box solutions and machine learning methods also come with some certifiable guarantees that they will be unbiased, robust to uncertainties, and immune to deliberate attempts to compromise these properties. As data collection accelerates and use of data becomes increasingly tied to power and financial gain, WID data scientists are studying ways to ensure ethical and safe use of data that protect privacy and prevent bias.
A new era of data requires a fresh look at equity.
Much of WID's research contributes to the Data Equity Grand Challenge.
Explore WID news and discoveries:
NSF Supports Interdisciplinary Pandemic Prevention Workshops
WID's John Yin is part of a team assembling February workshops on predictive intelligence for pandemic prevention.
Continue Reading Thompson Center Badgercast: Michael Ferris
WID's Michael Ferris joined the Thompson Center on Public Leadership to discuss a data-based planning tool called “Wisconsin Expansion of Renewable Electricity with Optimization under Long-term Forecasts” (WEREWOLF) he developed with Thompson Center faculty research funding.
Continue Reading Professor Stephen Wright Announced Winner of the Test of Time Award at 2020 NeurIPS Conference
Professor of Computer Sciences at WID Stephen Wright and three colleagues were announced winners of the prestigious Test of Time Award at the 2020 Conference on Neural Information Processing Systems.
Continue Reading Researchers Design New Strategy for Gene Therapy Development
A promising platform developed by the Saha Lab at WID advances the CRISPR genome editing field and could lead to effective treatments for many diseases.
Continue Reading Researchers Look to Control Organ Function Through New Computational Model
A cross-institutional team including WID's John Yin is creating a computational model to guide the development of bladder therapeutics.
Continue Reading Data Science Research Bazaar Seeks Proposals
The Bazaar, happening throughout February, 2021, has the theme Data Science for the Social Good.
Continue Reading Our Grand Challenges
Keep the human brain healthy
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