Kyuyong Shin

Research Engineer

Research Engineer at NAVER Corp.

Posts

• Learning Curve Theory
• Scaling Laws for Neural Language Models
• Why bigger is not always better: on finite and infinite neural networks
• Progressive Layered Extraction (PLE): A Novel Multi-Task Learning (MTL) Model for Personalized Recommendations
• BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
• Active Learning for Community Detection in Stochastic Block Models
• Stochastic Blockmodels meet Graph Neural Networks
• Basic models and questions in statistical network analysis (Lecture 1)
• Block Model Guided Unsupervised Feature Selection
• Interpreting Deep Neural Networks Through Variable Importance
• Yarin Gal Thesis (Uncertainty in Deep Learning) Chapter 3
• Differential Geometry
• WWW 2020 XAI Tutorial
• Strong Convexity on Gradient Descent and Newton's Method
• Variational Autoencoder and Generative Adversarial Networks
• Attention Is All You Need
• Understanding Blackbox Prediction via Influence Functions
• Gaussian Process Regression
• Support Vector Machine