2026
- 07 Apr [파이썬 아키텍처] CH07 - Aggregates and Consistency Boundaries
- 06 Apr [Project] None
- 05 Apr [Paper Review] Online Decision Making with High-Dimensional Covariates — LASSO Bandit
- 05 Apr [Paper Review] Doubly-Robust Lasso Bandit
- 04 Apr [Project] 여행 플래너 - AI 기반 여행 일정 자동 생성 도구
- 04 Apr [Project] Terminal-based AI coding agent powered by local LLMs via Ollama, inspired by Claude Code architecture
- 03 Apr [파이썬 아키텍처] CH06 - Unit of Work Pattern
- 31 Mar [파이썬 아키텍처] CH05 - TDD in High Gear and Low Gear
- 30 Mar [Project] None
- 29 Mar [Project] Auto-optimize and deploy LLM models on local Apple Silicon
- 23 Mar [Project] 보험 상품 QA 에이전트 - LLM 기반 보험 질의응답 시스템
- 22 Mar [Project] 주식 포트폴리오 에이전트 - Streamlit + Claude LLM 기반 투자 분석 및 최적화 도구
- 21 Mar [Project] 네이버 블로그 자동 글 작성 시스템 - Streamlit + Ollama 기반 콘텐츠 자동화
- 21 Mar [파이썬 아키텍처] CH04 - Our First Use Case: Flask API and Service Layer
- 15 Mar [Project] MDAI API - 기업용 AI 경영분석 챗봇 백엔드
- 21 Feb [파이썬 아키텍처] CH03 - A Brief Interlude: On Coupling and Abstractions
- 15 Feb [Paper Review] Statistical Power Analysis for the Behavioral Sciences
- 08 Feb [파이썬 아키텍처] CH02 - Repository Pattern
- 28 Jan [Paper Review] Individual Comparisons by Ranking Methods
- 18 Jan [파이썬 아키텍처] CH01 - Domain Modeling
- 10 Jan [Paper Review] KLUE: Korean Language Understanding Evaluation
- 10 Jan [파이썬 아키텍처] CH00 - Prerequisites (책을 읽기 전에)
2025
- 20 Dec [Paper Review] Multilingual E5 Text Embeddings: A Technical Report
- 03 Dec [Paper Review] KTO: Model Alignment as Prospect Theoretic Optimization
- 15 Nov [Paper Review] Direct Preference Optimization: Your Language Model is Secretly a Reward Model
- 10 Oct [Paper Review] A Contextual-Bandit Approach to Personalized News Article Recommendation
- 22 Sep [Paper Review] Matrix Factorization Techniques for Recommender Systems
- 05 Sep [Paper Review] Proximal Policy Optimization Algorithms (PPO)
- 01 Jun [Project] EQT-KJ 다차원 손익 자동화 - SQL + Python + Airflow 파이프라인
- 04 Jan [Paper Review] Integrating Random Effects in Deep Neural Networks
2024
- 23 Jun [Paper Review] Temporal Regularized Matrix Factorization (TRMF)
- 18 Jun [Dimension Reduction] PCA 이론 및 수렴 분석
- 13 Jun [Paper Review] Deep One Class Classification
- 15 Jan [Project] Neural Network 기반 SDR(Sufficient Dimension Reduction) 연구 프로젝트
2023
- 20 May [Paper Review] Sparse-Input Neural Networks for High-dimensional Nonparametric Regression and Classification
- 10 Mar [Paper Review] Variable Selection via Penalized Neural Network: a Drop-Out-One Loss Approach
- 15 Feb [Paper Review] Ladle Estimator - 고유값과 고유벡터 변동성을 결합한 차원 결정
- 20 Jan [Paper Review] Orthogonal Deep Neural Networks
2022
- 19 Dec [추천시스템] CH07 - Evaluating Recommender Systems
- 15 Dec [Paper Review] Sparse Principal Component Analysis
- 05 Dec [추천시스템] CH06 - Ensemble-Based and Hybrid Recommender Systems
- 21 Nov [추천시스템] CH05 - Knowledge-Based Recommender Systems
- 07 Nov [추천시스템] CH04 - Content-Based Recommender Systems
- 05 Nov [Paper Review] Sufficient Dimension Reduction Based on an Ensemble of MAVE
- 25 Oct [추천시스템] CH03 - Model-Based Collaborative Filtering
- 10 Oct [추천시스템] CH02 - Neighborhood-Based Collaborative Filtering
- 26 Sep [추천시스템] CH01 - An Introduction to Recommender Systems
- 25 Sep [Paper Review] On Directional Regression for Dimension Reduction
- 10 Aug [Paper Review] Adaptive Group Lasso - Oracle 성질을 가진 그룹 변수 선택
- 20 Jul [Paper Review] Group Lasso - 그룹 변수 선택을 위한 정규화
- 20 May [Paper Review] Dimension Reduction for Conditional Mean in Regression
- 05 Apr [Paper Review] Sliced Inverse Regression: Comment (SAVE의 기원)
- 10 Mar [Paper Review] Sliced Inverse Regression for Dimension Reduction