Wen-Syan Li 연구실

SNU has three nationally leading hospitals and GSDS is in close collaboration with these hospitals as well as other SNU schools. The school also has a strong partnership with major private and public entities in Korea across almost all sectors such as manufacturing (Samsung, LG, and SK), telco (SKT, KT, LGU+), and financials (Shinhan, NH, Keb Hana). SNU GSDS is collaborating with almost all leading academic institutions in Japan, China, Singapore, Germany, and France. Several venture capitalists from Silicon Valley are also involved in GSDS as advisors. The VISION of Applied Machine Learning Lab is that our world is moving toward a state where the physical world is captured by sensors and is encapsulated in a digital model in which human-centric machine learning (ML) is essential to useful, trustworthy, and responsible ambient intelligence. Such augmentation can be verified for fairness, privacy, and robustness as well as required enforcement by governmental laws and policy, corporate strategies, and ethical principles. Derive best practices and principles for continuous software development and implementation cycle where ML is a crucial component of the software decision-making functionalities.