Lectures related to Harmonic Potential: Schrödinger Equation and Eigenstates

Probability Fundamentals Log in to Mediaspace to watch this video

Introduces fundamental probability concepts, including events, complements, conditional probability, and random variables.

Binomial and Poisson Mass Functions Log in to Mediaspace to watch this video

Explores binomial and Poisson mass functions, calculating probabilities and discussing distribution functions of random variables.

Convolution and Fourier Transform Log in to Mediaspace to watch this video

Explores convolution properties, heat equation application, and Fourier transform on tempered distributions.

Uniqueness Results for Poisson Equation Log in to Mediaspace to watch this video

Explores uniqueness results for the Poisson equation and harmonic functions with different boundary conditions.

Topic Models: Latent Dirichlet Allocation Log in to Mediaspace to watch this video

Covers topic models, focusing on Latent Dirichlet Allocation, clustering, GMMs, Dirichlet distribution, LDA learning, and applications in digital humanities.

Advanced Information Theory: F-Divergences and Generalization Error Log in to Mediaspace to watch this video

Covers f-divergences and generalization error in advanced information theory.