The Nerve and Geometric RealizationDelves into the computation and geometric realization of small categories, exploring the relationship between nerves and geometric structures.
Partial DerivativesCovers the concept of partial derivatives and their applications in optimization and tangent plane approximation.
Convergence of the methodCovers the convergence of the method and the importance of adapting time steps for accurate approximations.
Belief Propagation on TreesExplores Belief Propagation on trees, discussing cavity marginals, message passing algorithms, and the computation of free entropy.
