Lectures related to Latent Tree Learning

Covers search algorithms, focusing on abductive reasoning and heuristic search strategies.

Explores reliable broadcast in distributed systems, presenting specifications, algorithms, and properties for different types of broadcast.

Explores the hidden sub-group problem and Simon algorithm in quantum computing.

Explains the winning strategy in Connect Four by checking for winning combinations.

Explores Prim's algorithm for minimum spanning trees and introduces the Traveling Salesman Problem.

Covers the LLL algorithm for reducing lattice bases to shorter and more orthogonal forms through iterative transformations.

Covers the Hidden Subgroup Algorithm in quantum computing, emphasizing projectors and measurement postulates.

Explains k-means clustering, assigning data points to clusters based on proximity and minimizing squared distances within clusters.