[행사/세미나] 인공지능대학원 전문가 초청 세미나(싱가폴 UOB은행 김인준 상무, 10/22 목 14:00)
- 인공지능학과
- 조회수26004
- 2020-10-14
● 일시 : 10.22.(목) 14:00 ~ 16:00
● 진행 : Webex 화상프로그램 활용
ㅇ 미팅 링크 :
https://skku-ict.webex.com/skku-ict/j.php?MTID=mb2fb99fd2888fd9589c4a1aaf5604b01
ㅇ 미팅 번호 : 170 512 5682
ㅇ 비밀번호 : 1234
● 강연자 : 싱가폴 UOB 은행 김인준 상무
○ Topic : The framework for AI(ML, DL, NLP) model’s fairness measurement and bias mitigation
○Abstract
Bias is an unavoidable feature of life, the result of the necessarily limited view of the world that any single person or group can achieve. But social bias can be reflected and amplified by artificial intelligence in dangerous ways, whether it be in deciding who gets a bank loan or who gets surveilled.
This tutorial will provide WHAT, WHERE, WHY, and HOW perspectives of AI model’s unfair bias: 1) WHAT is unfair bias from AI(ML,DL,NLP) model? 2) WHERE does unfair bias come from? 3) WHY should we prevent unfair bias? 4) HOW can we measure level of unfair bias and deploy fair AI model?
○ Bio
InJun Kim received a Master’s degree, with a Grand Thesis Prize, in Information Management from Korea Advanced Institute of Science and Technology (KAIST), with a focus on Data Science.
InJun is currently working in United Overseas Bank(UOB) in Singapore, as a Vice President, leading the team of data scientists, machine learning engineers, AI strategists and ethicists to drive UOB’s AI-driven transformation across 19 counties.
InJun worked in IBM Hong Kong, as a Financial Sector Engagement Manager and Sr. Data Scientist providing end-to-end analytics consultancy services for global insurers and banks in Hong Kong with specific focus on advanced analytics and AI Strategy. InJun also worked in IBM Korea, Business Analytics and Optimization consulting team. Over the past 15 years, InJun have been spearheading innovative AI projects such as AI model’s Unfair Bias Mitigation Framework, Cognitive Underwriting and Claims, Artificial Intelligence Operating Models, and Voice-of-Customer Analytics.