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Related lectures (31)
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Markov Chains and Algo Applications
Covers Markov chains, Metropolis algorithm, Glauber dynamics, and heat bath dynamics.
Markov Chains: Applications and Analysis
Explores Markov chains, focusing on the coloring problem and algorithm analysis.
Markov Chains: Recurrence and Transience
Explores first passage times, strong Markov property, and state recurrence/transience in Markov chains.
Stochastic Models for Communications
Covers stochastic models for communications, focusing on random variables, Markov chains, Poisson processes, and probability calculations.
Markov Chains and Applications
Explores Markov chains, Ising Model, Metropolis algorithm, and Glauber dynamics.
Markov Chains: Applications and Sampling Methods
Covers the basics of Markov chains and their algorithmic applications.
Markov Chains: Absorbing Classes
Explores Markov chains with absorbing classes through exercises on transition matrices and expected values.
Discrete-Time Markov Chains: Definitions
Covers the definitions and state probabilities of discrete-time Markov chains.
Simplex Algorithm: Pivoting
Covers the simplex algorithm, pivoting, elementary row operations, and transformations to find matrix Q.
Markov Chains: Theory and Applications
Covers the theory and applications of Markov chains, focusing on key concepts and properties.