2 papers
cs.IT2026
The Noisy Quantitative Group Testing Problem
Tenghao Li, Neha Sangwan, Xiaxin Li +1
In this paper, we study the problem of quantitative group testing (QGT) and analyze the performance of three models: the noiseless model, the additive Gaussian noise model, and the…
stat.ML2025
Exact Recovery of Sparse Binary Vectors from Generalized Linear Measurements
Arya Mazumdar, Neha Sangwan
We consider the problem of exact recovery of a -sparse binary vector from generalized linear measurements (such as logistic regression). We analyze the linear estimation algorit…