Archives

2025

07 Aug Hidden Markov Model
06 Aug GP (3) Random Fourier Features Gaussian Process
05 Aug Fourier Analysis
04 Aug GP (2) Sparse Gaussian Process
03 Aug GP (1) Gaussian Process
02 Aug RKHS
11 Jul Beta and Extension
10 Jul Chi-Squared and Extension
09 Jul Exponential and Extension
08 Jul Categorical and Extension
07 Jul Bernoulli and Extension
06 Jul Poisson
05 Jul Multi-Variate Gaussian
04 Jul Gaussian
03 Jul Exponential Family
02 Jul Probability Distribution
01 Jul Uncertainty and Probability

2024

19 Sep Bayesian Attention Modules
06 Sep GPT
05 Sep CLiMF
05 Sep BERT
04 Sep Transformer
03 Sep Attention Mechanism
02 Sep SEQ2SEQ
01 Sep Topic Model
31 Aug Language Model
30 Aug Docs Representation
29 Aug WORD2VEC Improvements
28 Aug BPR
28 Aug Word Representation
27 Aug Text Data Preprocessing
26 Aug Regular Expression
21 Aug Variational AutoEncoder
20 Aug BNNs (2) Monte Carlo Dropout
19 Aug BNNs (1) Bayes by Backprop
18 Aug Gaussian Mixture Model
17 Aug Bayesian Regression (2) Subjective Prior
16 Aug Bayesian Regression (1) Objective Prior
15 Aug Naive Bayes
14 Aug ExpoMF
14 Aug Multi Armed Bandits
13 Aug Bayesian DiD
12 Aug Bayesian A/B Test
08 Aug EM Algorithm
07 Aug Variational Inference
06 Aug Markov Chain Monte Carlo
05 Aug Monte Carlo Simulation
03 Aug Bayes Action
02 Aug Prior Determination
01 Aug Frequentist vs. Bayesian
31 Jul One Class Collaborative Filtering
31 Jul Bayesian Framework
30 Jul Justification of Bayesianism
29 Jul Bayesianism
24 Jul ARMA
24 Jul Logistic Regression Analysis
23 Jul Time Series Analysis
23 Jul Interaction Terms
22 Jul Qualitative Predictors
21 Jul Improvement of OLS
20 Jul Regression Diagnostics (3) Multicollinearity
19 Jul Regression Diagnostics (2) Error Terms
18 Jul Regression Diagnostics (1) Nonlinearity
17 Jul Regression Coefficient Estimation
16 Jul Multiple Linear Regression Analysis
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 Mult-VAE
03 Jul Sample Dist.
02 Jul Random Sample
01 Jul What? Statistics
19 Jun CDAE
05 Jun AutoRec
22 May User Free Models
08 May Latent Factor Model with Attention Mechanism
24 Apr Latent Factor Model with CNN
10 Apr Distance Embedding based Latent Factor Model
27 Mar Dual Embedding based Latent Factor Model
13 Mar History Embedding based Latent Factor Model
29 Feb ID Embedding based Latent Factor Model
15 Feb Deep Learning based Collaborative Filtering
01 Feb Collaborative Filtering
25 Jan AutoEncoder
24 Jan Recurrent Neural Networks
23 Jan Convolutional Neural Networks
22 Jan Neural Networks
18 Jan What? Recommender System
18 Jan t-SNE
17 Jan Factor Analysis
16 Jan Principal Component Analysis
15 Jan Dimensionality Reduction
11 Jan Hierarchical Clustering
10 Jan DBSCAN
09 Jan k-Means
08 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