115 citations · 199 across the 26 of their papers we have counts for
3 papers · 1 filter
Improving Accuracy of Nonparametric Transfer Learning via Vector Segmentation
Vincent Gripon, Ghouthi B. Hacene, Matthias Löwe +1
Transfer learning using deep neural networks as feature extractors has become increasingly popular over the past few years. It allows to obtain state-of-the-art accuracy on dataset…
Lindeberg's method for moderate deviations and random summation
Peter Eichelsbacher, Matthias Löwe
We apply Lindeberg's method, invented to prove a central limit theorem, to analyze the moderate deviations around such a central limit theorem. In particular, we will show moderate…
On a model of associative memory with huge storage capacity
Mete Demircigil, Judith Heusel, Matthias Löwe +2
In [7] Krotov and Hopfield suggest a generalized version of the well-known Hopfield model of associative memory. In their version they consider a polynomial interaction function an…