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Variational Autoencoder 06-02-2024 06-02-2024 blog 26 minutes read (About 3899 words)Optimizing Probabilistic Models with Latent Variables Machine Learning, Statistics, Probability, Mathematics, Bayesian Inference, Variational Autoencoder, VAE Read More
CUDA Shared Memory Swizzling 05-14-2024 07-31-2024 blog 26 minutes read (About 3899 words)Dealing With CUDA Shared Memory Bank Conflicts Using Swizzling Mathematics, CUDA, NVIDIA, GPU Read More
Reparameterization Trick 05-08-2024 05-08-2024 blog 12 minutes read (About 1749 words)How Distribution of a Random Variable Changes when the Variable is Transformed in a Deterministic Way Deep Learning, Statistics, Probability, Mathematics, Jacobian, Variational Autoencoder Read More
Transformations of Random Variables 04-28-2024 04-28-2024 blog 6 minutes read (About 862 words)How Distribution of a Random Variable Changes When the Variable is Transformed in a Deterministic Way Statistics, Probability, Mathematics, Jacobian Read More
Marginal Likelihood Estimation 04-21-2024 04-21-2024 blog 7 minutes read (About 1093 words)Dealing with the Intractable Marginal Likelihood in Bayesian Inference Statistics, Probability, Mathematics, Bayesian Inference Read More
Expectation Maximization Algorithm 04-15-2024 04-15-2024 blog an hour read (About 6724 words)Optimizing Probabilistic Models with Latent Variables Statistics, Probability, Mathematics, Bayesian Inference Read More
Integration By Substitution 04-08-2024 04-08-2024 blog 16 minutes read (About 2377 words)Proof for Univariate and Multivariate Definite Integration by Substitution Mathematics, Calculus, Jacobian Read More
Determinant and Hyper Volume 04-01-2024 04-01-2024 blog 21 minutes read (About 3100 words)The Existence and the Uniqueness of Determinant and Its Relationship with Hyper Volume Mathematics, Linear Algebra, Geometry, Calculus, Determinant Read More
Quantization Unit Test 03-25-2024 03-25-2024 blog 5 minutes read (About 748 words)How To Unit Test Quantization Implementation Deep Learning, Mathematics, Quantization, Software Engineering, Unit Test Read More
P VS NP, NP Complete, NP Hard 11-20-2023 11-20-2023 blog 14 minutes read (About 2045 words)Introductions to the P VS NP Problem Mathematics, Computer Science, Theoretical Computer Science Read More
Matrix Block Diagonalization Theorem 10-30-2023 10-30-2023 blog 10 minutes read (About 1450 words)Geometry of $n \times n$ Matrices with Complex Eigenvalues Mathematics, Linear Algebra, Geometry Read More