| May 01, 2022 | Notes on "Domain Adaptation by Using Causal Inference to Predict Invariant Conditional Distributions" (2018) |
| Apr 26, 2022 | Notes on "Attention Is All You Need" (2017) |
| Apr 11, 2022 | Notes on Conditional Gradient Method |
| Apr 05, 2022 | Notes on Fenchel Conjugate and Duality |
| Apr 03, 2022 | Comparing Non-Smooth Optimization through Subgradients on Regularized Logistic Regression Problem |
| Apr 01, 2022 | Notes on Optimizing Non-Differentiable (but Convex) Functions: Subgradients, and Projected and Proximal Methods |
| Mar 30, 2022 | Notes on Convexity from Epigraphical Operations |
| Mar 25, 2022 | Gradient Descent II: Case for Strongly Convex Functions |
| Mar 25, 2022 | Notes on "Causal Influence Detection for Improving Efficiency in Reinforcement Learning" (2021) |
| Mar 23, 2022 | Notes on (Restricted) Boltzmann Machines |
| Mar 18, 2022 | Gradient Descent I: Introduction and Convergence Analysis |
| Mar 12, 2022 | Notes on "Learning Sparse Neural Networks through L⁰ Regularization" (2018) |
| Mar 04, 2022 | Notes on "Categorical Reparameterization with Gumbel-Softmax" (2017) |
| 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 |
| Feb 01, 2022 | a post with redirect |