885 citations · 3.5k across the 45 of their papers we have counts for
4 papers · 1 filter
California Reservoir Drought Sensitivity and Exhaustion Risk Using Statistical Graphical Models
Armeen Taeb, John T. Reager, Michael Turmon +1
The ongoing California drought has highlighted the potential vulnerability of state water management infrastructure to multi-year dry intervals. Due to the high complexity of the n…
Finding Planted Subgraphs with Few Eigenvalues using the Schur-Horn Relaxation
Utkan Onur Candogan, Venkat Chandrasekaran
Extracting structured subgraphs inside large graphs - often known as the planted subgraph problem - is a fundamental question that arises in a range of application domains. This pr…
Efficiently characterizing games consistent with perturbed equilibrium observations
Juba Ziani, Venkat Chandrasekaran, Katrina Ligett
We study the problem of characterizing the set of games that are consistent with observed equilibrium play. Our contribution is to develop and analyze a new methodology based on co…
Interpreting Latent Variables in Factor Models via Convex Optimization
Armeen Taeb, Venkat Chandrasekaran
Latent or unobserved phenomena pose a significant difficulty in data analysis as they induce complicated and confounding dependencies among a collection of observed variables. Fact…