4 citations · 8 across the 7 of their papers we have counts for
3 papers · 1 filter
Capturing and Interpreting Unique Information
Praveen Venkatesh, Keerthana Gurushankar, Gabriel Schamberg
Partial information decompositions (PIDs), which quantify information interactions between three or more variables in terms of uniqueness, redundancy and synergy, are gaining tract…
Extracting Unique Information Through Markov Relations
Keerthana Gurushankar, Praveen Venkatesh, Pulkit Grover
We propose two new measures for extracting the unique information in and not about a message , when and are joint random variables with a given joint distribu…
A Minimal Intervention Definition of Reverse Engineering a Neural Circuit
Keerthana Gurushankar, Pulkit Grover
In neuroscience, researchers have developed informal notions of what it means to reverse engineer a system, e.g., being able to model or simulate a system in some sense. A recent i…