2 citations · 2 across the 4 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2021
Analysis of the robustness of NMF algorithms
Alex Díaz, Damian Steele
We examine three non-negative matrix factorization techniques; L2-norm, L1-norm, and L2,1-norm. Our aim is to establish the performance of these different approaches, and their rob…
cs.LG2021
Analysis of classifiers robust to noisy labels
Alex Díaz, Damian Steele
We explore contemporary robust classification algorithms for overcoming class-dependant labelling noise: Forward, Importance Re-weighting and T-revision. The classifiers are traine…