Human Health
Addressing Baumol’s Cost Disease in Healthcare with Machine Learning
- BH Kim
- Healthcare NLP Summit 2021, Invited talk
- Press: AI-TechPark
Deep Claim: Payer Response Prediction from Claims Data with Deep Learning
- BH Kim, S Sridharan, A Atwal, V Ganapathi
- ICML 2020 Healthcare Systems, Population Health, and the Role of Health-Tech Workshop, Oral presentation
- Press: Datanami, The Medical AI Times (in Japanese), SyncedReview, KOTRA SV News (in Korean)
Read, Attend, and Code: Pushing the Limits of Medical Codes Prediction from Clinical Notes by Machines
- BH Kim, V Ganapathi
- MLHC 2021
- Press: MTS, AIMed, Business Insider, EnterpriseAI, AIThority
RegCLR: A Self-Supervised Framework for Tabular Representation Learning in the Wild
- W Wang*, BH Kim*, V Ganapathi
- NeurIPS 2022 Table Representation Learning Workshop, Oral presentation
Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes?
- BH Kim, Z Deng, PS Yu, V Ganapathi
- EMNLP 2022, The 13th International Workshop on Health Text Mining and Information Analysis (LOUHI 2022) (early work in ML4H 2022), Oral presentation
Medical Codes Prediction from Clinical Notes: From Human Coders to Machines
Clinical NLP Workshop at NAACL 2022
- Program Committee, Workshop Page
ML4H: Machine Learning for Health 2021
- Program Committee, Conference Page
ICCV 2021 Workshop on Computer Vision for Automated Medical Diagnosis
- Program Committee, Workshop Page
ICML 2021 Workshop on Self-Supervised Learning for Reasoning and Perception
- Program Committee, Workshop Page
NeurIPS 2019 Workshop on Fair ML for Health
- Program Committee, Workshop Page
Audio and Speech
LumièreNet: Lecture Video Synthesis from Audio
- BH Kim, V Ganapathi
- Press: Venture Beat, eLearning Inside, 매일경제 (in Korean), Xataka Captcha (in Spanish), TechOrange (in Chinese), Electronic Commerce Times (in Taiwanese), Neurohive (in Russian)
- Podcast: Sydney Business Insights, Bldg+Alt+Entf (in German)
- Blog: Latrlab, Fanatical Futurist, Paperspace, WeiterBildungs (in German), KOTRA SV News (in Korean)
Deep Learning-Based Telephony Speech Recognition in the Wild
- KJ Han, S Hahm, BH Kim, J Kim, I Lane
- Interspeech 2017, Oral presentation
e-Learning
Deep Learning to Predict Student Outcomes
- BH Kim
- ICLR 2019 AI for Social Good Workshop, Oral presentation
GritNet: Student Performance Prediction with Deep Learning
- BH Kim, E Vizitei, V Ganapathi
- EDM 2018, Oral presentation
KDD 2019 Workshop on Deep Learning for Education (DL4E)
- Organizer (industry liaison)
- Workshop Page
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
An Iterative Joint Linear-Programming Decoding of LDPC Codes and Finite-State Channels
- BH Kim, HD Pfister
- ICC 2011, Oral presentation
On the Joint Decoding of LDPC Codes and Finite-State Channels via Linear-Programming
- BH Kim, HD Pfister
- ISIT 2010, Oral presentation
Matrix Completion
IMP: A Message-Passing Algorithm for Matrix Completion
- BH Kim, A Yedla, HD Pfister
- ISTC 2010, Oral presentation
Media & Books
GenAI 2.0: A Landscape for Silicon Valley Startups
- BH Kim
- Press: The Miilk (in Korean)
Moving Forward with Machine Learning Startups!
- BH Kim
- AKASA.COM, 2021
- Upstage Talks, 2021
- Silicon Valley Korean 2020 (실리콘밸리의 한국인 2020)
- Press: 매일경제 (in Korean), Platum (in Korean), Us-knews (in Korean), KOTRA News (in Korean)
- 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’
- AIMed, 2021
A smart automation - 신동아, 2021
The online that enabled Amazon’s monopoly power
아마존의 독점시장 된 미국 ‘온라인 개미지옥’ - The Miilk, 2021
Microsoft acquires nuance in healthcare-bet
MS, ‘뉘앙스’ 인수… 헬스케어 올인 선언 - Platum, 2020
Successful startup members thrive even in the team failure
스타트업은 망해도 팀원은 성공을 경험한다 - 매일경제, 2019
New AI that can generate lecture videos from audio narration
목소리만으로 강의영상 만들어 주는 인공지능 개발 - 한겨레, 2017
Will SDC, IoT, and AI benefit humankind?
자율주행·사물인터넷·인공지능은 인간을 자유롭게 할까? - 한국경제, 2015
Silicon Valley – Innovation hub of the world
한경비즈니스 1000호 특별취재 ‘혁신의 성지 실리콘밸리를 가다
- The Miilk Book Review (in Korean), 2021
– Futureproof: 9 Rules for Humans in the Age of Automation
– Survival to Thrival: Change or Be Changed - AI 101 | 인공지능 비즈니스의 모든 것, 2021
– AI Expert Interviews: About Udacity, Machine Learning vs. Deep Learning, Udacity Papers and Akasa
– 글로벌 AI 전문가 인터뷰: 유다시티에 대하여, 머신러닝과 딥러닝, 유다시티 논문과 아카사 - 우린 이렇게 왔다, 2018
Follow a Career opportunity? Let it Follow You!
제23장. 커리어를 만들려 애쓰지 말고 네 삶이 곧 커리어로! - 응답하라 IT 코리아, 2014
How to Survive and Thrive in Silicon Valley
프롤로그 실리콘밸리에서 살아남기
YouTube & Podcast
Artistic Pursuits
