8 citations · 10 across the 5 of their papers we have counts for
2 papers
stat.ML2021
Provable Continual Learning via Sketched Jacobian Approximations
Reinhard Heckel
An important problem in machine learning is the ability to learn tasks in a sequential manner. If trained with standard first-order methods most models forget previously learned ta…
cs.IT2021
Achieving the Capacity of a DNA Storage Channel with Linear Coding Schemes
Kel Levick, Reinhard Heckel, Ilan Shomorony
Due to the redundant nature of DNA synthesis and sequencing technologies, a basic model for a DNA storage system is a multi-draw "shuffling-sampling" channel. In this model, a rand…