Archives

2025

08 Jul Markov Chain
07 Jul Cox Process
06 Jul Chinese Restaurant Process
05 Jul Indian Buffet Process
04 Jul GP (3) Random Fourier Features Gaussian Process
03 Jul GP (2) Sparse Gaussian Process
02 Jul GP (1) Gaussian Process
01 Jul Stochastic Process
06 Feb Exponential Distribution and Variations
05 Feb Poisson Distribution
04 Feb Beta Distribution and Variations
03 Feb Bernoulli Distribution and Variations
02 Feb Chi-Squared Distribution and Variations
01 Feb Gaussian Distribution and Variations
31 Jan Prob. Dist. Functions
30 Jan Probability
09 Jan Hierarchical Clustering
06 Jan Linear Discriminant Analysis
05 Jan Principal Component Analysis

2024

19 Sep Bayesian Attention Modules
05 Sep CLiMF
30 Aug Variational AutoEncoder
28 Aug LambdaRank
23 Aug GPT
22 Aug BERT
21 Aug Transformer
20 Aug Attention Mechanism
19 Aug SEQ2SEQ
18 Aug Topic Model
17 Aug Language Model
16 Aug Docs Representation
15 Aug WORD2VEC Improvements
14 Aug ListMLE
14 Aug Word Representation
13 Aug Text Data Preprocessing
12 Aug Regular Expression
08 Aug Bayesian Regression (2) Subjective Prior
07 Aug Bayesian Regression (1) Objective Prior
06 Aug Naive Bayes
05 Aug Multi Armed Bandits
04 Aug Bayesian A/B Test
03 Aug Stein Variational Gradient Descent
02 Aug Stein's Method
01 Aug Monte Carlo Dropout
31 Jul BPR
31 Jul Bayes by Backprop
30 Jul Variational Inference
29 Jul Markov Chain Monte Carlo
28 Jul Monte Carlo Simulation
27 Jul Space (2) Measure Space
27 Jul Bayes Action
26 Jul Space (1) Topological Space
26 Jul Prior Determination
25 Jul Frequentist vs. Bayesian
24 Jul Bayesian Framework
23 Jul Justification of Bayesianism
22 Jul Bayesianism
21 Jul Logistic Regression Analysis
20 Jul Improvement of OLS
19 Jul Variable Issues
18 Jul Regression Diagnostics
17 Jul Multiple Linear Regression Analysis
17 Jul ExpoMF
16 Jul Regression Coefficient Estimation
15 Jul Simple Linear Regression Analysis
13 Jul Test of Independence
12 Jul Goodness of Fit Test
11 Jul Shapiro-Wilk Test
10 Jul Paired Sample t-Test
09 Jul Levene’s Test
08 Jul Student's t-Test
07 Jul Welch’s t-Test
06 Jul A/B Test
05 Jul Hypothesis Testing
04 Jul Estimation
03 Jul Sample Dist.
03 Jul One Class Collaborative Filtering
02 Jul Random Sample
01 Jul What? Statistics
19 Jun AutoEncoder based Collaborative Filtering
05 Jun User Free Models
22 May Latent Factor Model with Attention Mechanism
08 May Latent Factor Models with CNN
24 Apr Distance Embedding based Latent Factor Model
10 Apr Semi-Dual Embedding based Latent Factor Model
27 Mar Dual Embedding based Latent Factor Models
13 Mar History Embedding based Latent Factor Models
29 Feb ID Embedding based Latent Factor Model
15 Feb Deep Learning based Collaborative Filtering
01 Feb Collaborative Filtering
18 Jan What? Recommender System
14 Jan Recurrent Neural Networks
13 Jan Convolutional Neural Networks
12 Jan Neural Networks
11 Jan t-SNE
10 Jan Dimensionality Reduction
09 Jan DBSCAN
08 Jan k-Means
07 Jan Clustering
06 Jan Ensemble
05 Jan Decision Tree
04 Jan Support Vector Machine
03 Jan k-NN
02 Jan Supervised Model Selection
01 Jan What? Data Science

2023

12 Mar SubTree
11 Mar Interlock
10 Mar Branch
09 Mar Commit Control
08 Mar File Control
07 Mar Commit
06 Mar What? GIT

2022

2019

23 Jul Welfare Economics (2) Social Choice
22 Jul Welfare Economics (1) Theorems of Welfare Economics
21 Jul Competition Theory
20 Jul Producer Theory (3) Joint Production
19 Jul Producer Theory (2) Profit Maximization
18 Jul Producer Theory (1) Output Maximization under Cost Constraint
17 Jul Consumer Theory (2) Demand Response to Changes in Market Demend Determinants
16 Jul Consumer Theory (1) Utility Maximization under Budget Constraint
15 Jul What? Microeconomics