3 papers
cs.LG2022
PGFed: Personalize Each Client's Global Objective for Federated Learning
Jun Luo, Matias Mendieta, Chen Chen +1
Personalized federated learning has received an upsurge of attention due to the mediocre performance of conventional federated learning (FL) over heterogeneous data. Unlike convent…
q-bio.PE2020
General Mechanism of Evolution Shared by Proteins and Words
Li-Min Wang, Hsing-Yi Lai, Sun-Ting Tsai +7
Complex systems, such as life and languages, are governed by principles of evolution. The analogy and comparison between biology and linguistics\cite{alphafold2, RoseTTAFold, lang_…
cs.CL2020
Self-organizing Pattern in Multilayer Network for Words and Syllables
Li-Min Wang, Sun-Ting Tsai, Shan-Jyun Wu +4
One of the ultimate goals for linguists is to find universal properties in human languages. Although words are generally considered as representing arbitrary mapping between lingui…