Affiliation:
1. Hong Kong University of Science and Technology, Hong Kong, Hong Kong
2. Shanghai Jiao Tong University, Shanghai, China
3. Hong Kong University of Science and Technology & Hong Kong University of Science and Technology (Guangzhou), Hong Kong, Hong Kong
Funder
National Science Foundation of China
Hong Kong ITC ITF grants
SJTU Global Strategic Partnership Fund
Guangdong Basic and Applied Basic Research Foundation
Shanghai Municipal Science and Technology Major Project
Hong Kong RGC RIF Project
Hong Kong RGC Theme-based project TRS
HKUST Global Strategic Partnership Fund
National Key Research and Development Program of China
Hong Kong RGC AOE Project
HKUST-Webank joint research lab grant
Hong Kong RGC GRF Project
Microsoft Research Asia Collaborative Research Grant
Hong Kong RGC CRF Project
China NSFC
Reference48 articles.
1. Reconciling modern machine-learning practice and the classical bias–variance trade-off
2. Tom Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared D Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell etal 2020. Language models are few-shot learners. Advances in neural information processing systems Vol. 33 (2020) 1877--1901. Tom Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared D Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell et al. 2020. Language models are few-shot learners. Advances in neural information processing systems Vol. 33 (2020) 1877--1901.
3. Inverse problems: From regularization to Bayesian inference
4. Measuring and Relieving the Over-Smoothing Problem for Graph Neural Networks from the Topological View