691 citations · 1k across the 11 of their papers we have counts for
4 papers · 1 filter
Ambiguous model learning made unambiguous with 1/f priors
Gurinder Singh Atwal, William Bialek
What happens to the optimal interpretation of noisy data when there exists more than one equally plausible interpretation of the data? In a Bayesian model-learning framework the an…
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…
Estimating mutual information and multi--information in large networks
Noam Slonim, Gurinder S. Atwal, Gasper Tkacik +1
We address the practical problems of estimating the information relations that characterize large networks. Building on methods developed for analysis of the neural code, we show t…