1 citations · 3 across the 9 of their papers we have counts for
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Stochastic Function Certification with Correlations
Rohan Ghuge, Jai Moondra, Mohit Singh
We study the Stochastic Boolean Function Certification (SBFC) problem, where we are given Bernoulli random variables on a ground set of elements with…
Single-Sample and Robust Online Resource Allocation
Rohan Ghuge, Sahil Singla, Yifan Wang
Online Resource Allocation problem is a central problem in many areas of Computer Science, Operations Research, and Economics. In this problem, we sequentially receive stochast…
Informative Path Planning with Limited Adaptivity
Rayen Tan, Rohan Ghuge, Viswanath Nagarajan
We consider the informative path planning () problem in which a robot interacts with an uncertain environment and gathers information by visiting locations. The goal…
Non-Adaptive Stochastic Score Classification and Explainable Halfspace Evaluation
Rohan Ghuge, Anupam Gupta, Viswanath Nagarajan
Sequential testing problems involve a complex system with several components, each of which is "working" with some independent probability. The outcome of each component can be det…
The Power of Adaptivity for Stochastic Submodular Cover
Rohan Ghuge, Anupam Gupta, Viswanath Nagarajan
In the stochastic submodular cover problem, the goal is to select a subset of stochastic items of minimum expected cost to cover a submodular function. Solutions in this setting co…
Quasi-Polynomial Algorithms for Submodular Tree Orienteering and Other Directed Network Design Problems
Rohan Ghuge, Viswanath Nagarajan
We consider the following general network design problem on directed graphs. The input is an asymmetric metric , root , monotone submodular function $f:2^V\right…