932 citations · 2.2k across the 38 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
stat.ML2017
The information bottleneck and geometric clustering
DJ Strouse, David J Schwab
The information bottleneck (IB) approach to clustering takes a joint distribution and maps the data to cluster labels which retain maximal information…
physics.bio-ph2017★ 5 cited
Coordination of size-control, reproduction and generational memory in freshwater planarians
Xingbo Yang, Kelson J. Kaj, David J. Schwab +1
Uncovering the mechanisms that control size, growth, and division rates of systems reproducing through binary division means understanding basic principles of their life cycle. Rec…
cond-mat.dis-nn2017★ 35 cited
Associative pattern recognition through macro-molecular self-assembly
Weishun Zhong, David J. Schwab, Arvind Murugan
We show that macro-molecular self-assembly can recognize and classify high-dimensional patterns in the concentrations of distinct molecular species. Similar to associative neur…