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Related lectures (29)
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Binary Spiked Matrix Estimation
Explores binary spiked matrix estimation, analyzing consistent equations and Bayesian estimators.
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Matrix Computations: Low Rank Approximation
Explores the complexity of matrix computations, focusing on low rank approximation algorithms and their applications.
Fourier Transform: Basics and Applications
Covers the basics of Fourier transform and the significance of fixed angular momentum states in mass calculations.
QR Factorization
Explains the QR factorization theorem and demonstrates the Gram-Schmidt procedure with an example.
Quantum Physics I
Explores eigenvalues, ladder operations, and quantum number values in quantum physics.
Modern Regression: Smoothing and Modelling Choices
Explores roughness penalty, band matrices, and Bayesian inference in regression smoothing.
Numerical Flow Simulation: Methods and Applications
Explores numerical methods for flow simulation, including finite element, spectral, particle, and lattice Boltzmann methods.
Optimal Distributed Control: Projected GD for Locally Optimal Controllers
Covers optimal distributed control using Gradient Descent to achieve locally optimal controllers in large-scale systems.
Correlation Functions & Spectra
Covers correlation functions, Franck-Condon transitions, Born-Oppenheimer approximation, and spectra.