17 citations · 48 across the 11 of their papers we have counts for
Showing cs.LGShow all
3 papers · 1 filter
cs.LG2022★ 1 cited
A Simple Guard for Learned Optimizers
Isabeau Prémont-Schwarz, Jaroslav Vítků, Jan Feyereisl
If the trend of learned components eventually outperforming their hand-crafted version continues, learned optimizers will eventually outperform hand-crafted optimizers like SGD or…
cs.LG2013
Quiet in Class: Classification, Noise and the Dendritic Cell Algorithm
Feng Gu, Jan Feyereisl, Robert Oates +3
Theoretical analyses of the Dendritic Cell Algorithm (DCA) have yielded several criticisms about its underlying structure and operation. As a result, several alterations and fixes…
cs.LG2013
Privileged Information for Data Clustering
Jan Feyereisl, Uwe Aickelin
Many machine learning algorithms assume that all input samples are independently and identically distributed from some common distribution on either the input space X, in the case…