Stochastic Block ModelCovers the Stochastic Block Model and its application in community detection, exploring its mathematical formulation and challenges.
Maximum Likelihood InferenceExplores maximum likelihood inference, comparing models based on likelihood ratios and demonstrating with a coin example.
Exponential FamilyCovers the properties of the exponential family and the estimation of parameters.
Quantum Random Number GenerationExplores quantum random number generation, discussing the challenges and implementations of generating good randomness using quantum devices.
Mutual Information: ContinuedExplores mutual information for quantifying statistical dependence between variables and inferring probability distributions from data.
