Optimization AlgorithmsCovers optimization algorithms, convergence properties, and time complexity of sequences and functions.
Learning from Probabilistic ModelsDelves into challenges of learning from probabilistic models, covering computational complexity, data reconstruction, and statistical gaps.
Linear Algebra ComplexityExplores the complexity of linear algebra operations and optimization methods, including Gaussian elimination and the simplex method.
