3 distributed-algorithm-"https:" uni jobs at Monash University

[NextGen] Secure and Privacy-Enhancing Federated Learning: Algorithms, Framework, and Applications to NLP and Medical AI

Monash University | Melbourne, Victoria | Australia | about 1 month ago

Federated learning (FL) is an emerging machine learning paradium to enable distributed clients (e.g., mobile devices) to jointly train a machine learning model without pooling their raw data into a

Understanding material failure by machine learning analysis of pattern strains

Monash University | Melbourne, Victoria | Australia | 2 months ago

. Wallace (1996). MML estimation of the parameters of the spherical Fisher Distribution. In S. Arikawa and A. K. Sharma (eds.), Proc. 7th International Workshop on Algorithmic Learning Theory (ALT'96

Learning from massive amounts of EEG data

Monash University | Melbourne, Victoria | Australia | 2 months ago

The existing deep learning based time series classification (TSC) algorithms have some success in multivariate time series, their accuracy is not high when we apply them on brain EEG time series (65