Notes

This page contains study notes (mostly in Korean) of past topics that I have studied, along with slides from study sessions and talks I have given.

Talks

• Recent RLVR Trends

베이즈 튜터링 (Bayesian Statistics)

• 1주차: Introduction + Conjugate Families
• 2주차: Posterior, Markov Chain & Monte Carlo
• 3주차: MCMC & Metropolis–Hastings
• 4주차: Gibbs Sampler & Bayesian GLM
• 5주차: Bayes for Big Data & Model Comparison

PML Advanced 스터디

• 9장 Message Passing Algorithms
• 21장 Variational Autoencoders
• 29장 State Space Models

수리통계학 2

• 5장 Consistency and Limiting Distributions
• 6장 Maximum Likelihood Methods (1)
• 6장 Maximum Likelihood Methods (2)
• 6장 Maximum Likelihood Methods (3)
• 7장 Sufficiency (1)
• 7장 Sufficiency (2)
• 8장 Optimal Tests of Hypotheses (1)
• 8장 Optimal Tests of Hypotheses (2)

통계전산

• 1장 Introduction to Statistical Computing + Monte-Carlo Simulation
• 2장 Generating from Univariate Random Variables
• 3장 Generating from Multivariate Random Variables
• 4장 Discrete Event Simulation
• 5장 Statistical Analysis of Simulated Data
• 6장 Variance Reduction Techniques