885 citations · 3.5k across the 45 of their papers we have counts for
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stat.AP2014
Resource Allocation for Statistical Estimation
Quentin Berthet, Venkat Chandrasekaran
Statistical estimation in many contemporary settings involves the acquisition, analysis, and aggregation of datasets from multiple sources, which can have significant differences i…
math.OC2014★ 1 cited
Relative Entropy Relaxations for Signomial Optimization
Venkat Chandrasekaran, Parikshit Shah
Signomial programs (SPs) are optimization problems specified in terms of signomials, which are weighted sums of exponentials composed with linear functionals of a decision variable…
math.OC2014★ 4 cited
Regularization for Design
Nikolai Matni, Venkat Chandrasekaran
When designing controllers for large-scale systems, the architectural aspects of the controller such as the placement of actuators, sensors, and the communication links between the…