Human Health

Addressing Baumol’s Cost Disease in Healthcare with Machine Learning

Deep Claim: Payer Response Prediction from Claims Data with Deep Learning

PDF

Video

Blog

Read, Attend, and Code: Pushing the Limits of Medical Codes Prediction from Clinical Notes by Machines

PDF

Video

Blog

RegCLR: A Self-Supervised Framework for Tabular Representation Learning in the Wild

PDF

Video

Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes?

PDF

Video

Medical Codes Prediction from Clinical Notes: From Human Coders to Machines

PDF

Clinical NLP Workshop at NAACL 2022

ML4H: Machine Learning for Health 2021

ICCV 2021 Workshop on Computer Vision for Automated Medical Diagnosis

ICML 2021 Workshop on Self-Supervised Learning for Reasoning and Perception

NeurIPS 2019 Workshop on Fair ML for Health

Audio and Speech

Deep Learning-Based Telephony Speech Recognition in the Wild

PDF

e-Learning

Deep Learning to Predict Student Outcomes

PDF

Video

Deep Learning to help student’s Deep Learning

Video

Slides

GritNet: Student Performance Prediction with Deep Learning

PDF

KDD 2019 Workshop on Deep Learning for Education (DL4E)

Linear Programming Decoding

Joint Decoding of LDPC Codes and Finite-State Channels via Linear-Programming

  • BH Kim, HD Pfister
  • IEEE Journal of Selected Topics in Signal Processing (Special issue on soft detection for wireless transmission), 2011

PDF

An Iterative Joint Linear-Programming Decoding of LDPC Codes and Finite-State Channels

PDF

On the Joint Decoding of LDPC Codes and Finite-State Channels via Linear-Programming

PDF

Slides

Matrix Completion

IMP: A Message-Passing Algorithm for Matrix Completion

PDF

Codes

Message-Passing Inference on a Factor Graph for Collaborative Filtering

PDF

Media & Books

GenAI 2.0: A Landscape for Silicon Valley Startups

Moving Forward with Machine Learning Startups!

Press

  • 서울경제, 2023
    김병학 전 아카사 AI총괄 인터뷰

  • The Miilk – 커리어아카데미, 2023
    A journey to the next Level: engineering leadership to executive leadership

    스타트업 성공의 정점에서 다음 여정을 준비하기

[3부] 스타트업에서 대기업 임원으로… 두 가지를 기억하라
[4부] 커리어 업그레이드? “대가 바라지 말고 좋은 것 나누라”


  • The Miilk – 커리어아카데미, 2022
    How to grow and thrive with a high-growth tech startup

    실리콘밸리 유니콘 기업 AI 기술 총괄이 알려주는 스타트업에서 커리어 키우기

[1부] 왜 스타트업에서 일 할까? 회사 망해도 개인은 성장한다
[2부] 스타트업 성장 단계마다 ‘탈 학습하라’ 


YouTube & Podcast

Data Intelligence Podcast

AI & Digital Health, 2020

의료 인공지능 & 디지털 헬스

AI Outside the Lab, 2019

실험실 밖으로 나온 인공지능

How Data Scientist Stay Up to Date #1, 2018

데이터 과학자의 학습법 #1

How Data Scientist Stay Up to Date #2, 2018

데이터 과학자의 학습법 #2

Artistic Pursuits

Woodturning pieces

Woodturning pieces

2023

Hayden’s chair set

2019

Cheeseboard

2017

Step stool

2018

Shoe rack

2016