Discussion of ComplexityExplores worst-case complexity in computer science and the importance of real-life complexity in algorithm selection.
Column Subset Selection: RRQR and TCSExplores RRQR, TCS, tradeoffs, accuracy metrics, and low-rank matrix factorization frameworks, emphasizing communication avoidance and recent developments.