Speaker: Aarti Singh

Abstract: This will be a mix of work in the following papers:

• A statistical perspective on algorithmic leveraging ( arxiv:1306.5362)
• Constrained adaptive sensing (arxiv:1506.05889)
• A statistical perspective of sampling scores for linear regression (arxiv:1507.05870)
• Optimal subsampling approaches for large-sample linear regression (arxiv:1509.05111)