by sya5476 | Jul 26, 2024 | Past Special Programs
Fall 2024 Fall 2024 IDEAL Special Program on Interpretability, Privacy, and Fairness When working with data we typically want more than an accurate analysis. We also want to understand why a model makes the recommendations it does, ensure it respects the privacy of...
by sya5476 | Jan 31, 2024 | Past Special Programs
2024 Winter/Spring Winter/Spring Special Program on Networks and Inference Real-world data, from social networks to protein-protein interactions to technological networks, often exhibit complex dependencies that can be modeled and represented through networks....
by obx3609 | Aug 31, 2023 | Past Special Programs
FALL 2023 IDEAL Special Program on Trustworthy and Reliable Data Science Massive datasets are susceptible to various kinds of noise and corruptions. Many data analysis primitives are brittle to even small corruptions of the data sets, while modern sophisticated...
by IDEAL | Jan 24, 2023 | Past Special Programs
Spring 2023 IDEAL Special Program on Machine Learning and Logic Machine learning and mathematical logic have a rich and durable history, beginning with the early days of artificial intelligence. The intersection of these fields has seen a revitalization, with recent...
by unf6365 | Sep 25, 2022 | Past Special Programs
Fall 2022 IDEAL Special Program on Data Economics As data science transforms science and society, it is important to develop the economics of data. Collecting data is costly, possessing data gives market power, sharing data has risks and benefits, conclusions from...
by unf6365 | Mar 25, 2022 | Past Special Programs
Spring 2022 High-Dimensional Data Analysis Today, machine learning and data science deal with tremendous amounts of high-dimensional data. Processing these data requires extensive computational resources (these often include large CPU and GPU clusters). It is expected...
