Speaker: Jalaj Upadhyay Affiliation: Johns Hopkins Universit Title: Towards Robust and Scalable Private Data Analysis Abstract: In the current age of big data, we are constantly creating new data which is analyzed by various platforms[...]

Speaker: Martin Farach-Colton Affiliation: Rutgers University Title: TBA Abstract: TBA

Speaker: Xue Chen Affiliation: Northwestern University Title: Active Regression via Linear-Sample Sparsification Abstract: We present an approach that improves the sample complexity for a variety of curve fitting problems, including active learning for linear regression, polynomial[...]