May 01, 2022 Notes on "Domain Adaptation by Using Causal Inference to Predict Invariant Conditional Distributions" (2018) Apr 05, 2022 Notes on Fenchel Conjugate and Duality Apr 03, 2022 Comparing Non-Smooth Optimization through Subgradients on Regularized Logistic Regression Problem Mar 30, 2022 Notes on Convexity from Epigraphical Operations Mar 25, 2022 Gradient Descent II: Case for Strongly Convex Functions Mar 18, 2022 Gradient Descent I: Introduction and Convergence Analysis Feb 28, 2022 Notes on Matrix Completion Problem and Alternating Projection Methods Feb 26, 2022 Notes on "Semi-supervised Learning with Deep Generative Models " (2014) Feb 11, 2022 Notes on "Auto-Encoding Variational Bayes" (2014) and Implementation in Pytorch