Machine_Learning

히든 마코프 모델, HMM 20 Feb 2019

가우시안 혼합 모형, K-Means Algorithm 20 Feb 2019

로지스틱 회귀 (Logistic Regression) 06 Jan 2019

경사 하강법 (Gradient descent) 06 Jan 2019

나이브 베이즈 분류기 (Naive Bayes Classifier) 03 Jan 2019

의사 결정 나무 (Decision Tree) 03 Jan 2019

베이지안 모수 분포 03 Jan 2019

An Optimization Text Summarization Method Based on Naïve Bayes and Topic Word for Single Syllable Language 03 Jan 2019

최대 가능도 모수 추정 (Maximum Likelihood Estimation) 03 Jan 2019

최대 사후 확률(Maximum a Posteriori Estimation) 02 Jan 2019

Deep_Learning

MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels 30 Jun 2019

Self-Paced Curriculum Learning 29 Jun 2019

Self-Paced Learning for Latent Variable Models 28 Jun 2019

Curriculum Learning 28 Jun 2019

Learning Loss for Active Learning 03 Jun 2019

Diverse mini-batch Active Learning 03 Jun 2019

Active Learning Literature Survey 30 May 2019

Gradient Clipping against Gradient Exploding 19 Mar 2019

CNN (Convolution Neural Network) 10 Feb 2019

Python

First-class-function and High-order-function 10 Feb 2019

NLP_paper

Universal Language Model Fine-tuning for Text Classification 07 Sep 2019

Improving Language Understanding by Generative Pre-training 26 Aug 2019

Attention Is All You Need 29 Apr 2019

Character-Aware Neural Language Models 16 Apr 2019

Deep contextualized word representations 15 Apr 2019

Hierarchical Attention Networks for Document Classification 13 Apr 2019

Effective Approaches to Attention-based Neural Machine Translation 08 Apr 2019

Neural Machine Translation by Jointly Learning to Align and Translate 06 Apr 2019

Sequence to Sequence Learning with Neural Networks 06 Apr 2019

Convolutional Neural Networks for Sentence Classification 04 Apr 2019

Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation 04 Apr 2019

Finance

Forecasting Stock Prices from the Limit Order Book using Convolutional Neural Networks 18 Apr 2019

Cross_section_of_stock_return_Fama_and_French 06 Apr 2019

NLP_self_study

More on Attention Mechanism 29 Apr 2019

Engineering

Apache Spark를 알아보자 07 Apr 2020

AWS 리눅스 서버 세팅 일기 (1) 05 Apr 2020

EBS, EFS, S3 간략 정리 25 Mar 2020

Database vs File system storage 23 Mar 2020