5 citations · 5 across the 1 of their papers we have counts for
3 papers
cs.LG2020
Unifying Regularisation Methods for Continual Learning
Frederik Benzing
Continual Learning addresses the challenge of learning a number of different tasks sequentially. The goal of maintaining knowledge of earlier tasks without re-accessing them starkl…
cs.LG2019★ 5 cited
Optimal Kronecker-Sum Approximation of Real Time Recurrent Learning
Frederik Benzing, Marcelo Matheus Gauy, Asier Mujika +2
One of the central goals of Recurrent Neural Networks (RNNs) is to learn long-term dependencies in sequential data. Nevertheless, the most popular training method, Truncated Backpr…
math.CO2017
Long directed rainbow cycles and rainbow spanning trees
Frederik Benzing, Alexey Pokrovskiy, Benny Sudakov
A subgraph of an edge-coloured graph is called rainbow if all its edges have different colours. The problem of finding rainbow subgraphs goes back to the work of Euler on transvers…