Elements of Computational ComplexityIntroduces computational complexity, decision problems, quantum complexity, and probabilistic algorithms, including NP-hard and NP-complete problems.
Complexity of AlgorithmsExplores algorithm complexity, analyzing efficiency and worst-case scenarios of sorting algorithms.
Computation with Tensor NetworksExplores computation with tensor networks, covering joint probability distributions, statistical mechanics, and quantum computation applications.