Instructors: Prof. Feng Yin, Prof. Dongdong He, Prof. Cheuk Yin Lee

Responsibilities:

• Taught weekly tutorial sessions and held office hours for undergraduate students
• Designed homework problems to help students apply the concepts covered in class
• Assisted the course instructor by drafting announcements, grading homework, and preparing exams

Supervisor: Prof. Feng Yin

Responsibilities:

• Designed a novel grid spectral mixture kernel for Gaussian process with multidimensional input data
• Developed two distributed learning frameworks for Gaussian process regression based on the successive convex approximation (SCA) and alternating direction method of multipliers (ADMM) algorithm
• Presented a paper that was accepted to the 25th International Conference on Information Fusion (FUSION) 2022

Supervisor: Prof. Tsung-Hui Chang

Responsibilities:

• Investigated the federated matrix factorization (MF) problem for data clustering and recommender systems
• Combined the alternating minimization and model averaging (MA) technique to solve the federated MF problem
• Co-authored a paper that was accepted to the 46th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2021