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Related lectures (19)
Graphical Models: Joint Probability Distribution
Covers the concept of graphical models and joint probability distributions.
Fading Channels: Model & Performance
Covers fading channels in wireless communication, discussing models, performance, diversity, and attenuation effects.
Statistical Physics of Clusters
Explores the statistical physics of clusters, focusing on complexity and equilibrium behavior.
Dissemination of Concentrated Efforts
Discusses the influence of thermal variations on bridges and the importance of supports and abutments in concrete structures.
Signal Processing Fundamentals
Introduces signal processing basics, Fourier transform, and filtering techniques with practical applications and challenges.
Hermite-Minkowski Theorems: Number Fields and Ideal Classes
Explores Hermite-Minkowski theorems in number fields and ideal classes.
Information Theory: Entropy and Capacity
Covers concepts of entropy, Gaussian distributions, and channel capacity with constraints.
Wireless Receivers: Time and Phase Offset Compensation
Covers the impact of time and phase offset in wireless receivers and discusses compensation techniques.
Proof of Delta Function Properties
Explores the proof of properties related to the delta function in mathematical analysis.
Expectation Maximization and Clustering
Covers the Expectation Maximization algorithm and clustering techniques, focusing on Gibbs Sampling and detailed balance.