104 citations · 375 across the 17 of their papers we have counts for
4 papers · 1 filter
Rediscovering the power of pairwise interactions
William Bialek, Rama Ranganathan
Two recent streams of work suggest that pairwise interactions may be sufficient to capture the complexity of biological systems ranging from protein structure to networks of neuron…
Faster solutions of the inverse pairwise Ising problem
Tamara Broderick, Miroslav Dudik, Gasper Tkacik +2
Recent work has shown that probabilistic models based on pairwise interactions-in the simplest case, the Ising model-provide surprisingly accurate descriptions of experiments on re…
Information based clustering
Noam Slonim, Gurinder Singh Atwal, Gasper Tkacik +1
In an age of increasingly large data sets, investigators in many different disciplines have turned to clustering as a tool for data analysis and exploration. Existing clustering me…
Information based clustering: Supplementary material
Noam Slonim, Gurinder Singh Atwal, Gasper Tkacik +1
This technical report provides the supplementary material for a paper entitled "Information based clustering", to appear shortly in Proceedings of the National Academy of Sciences…