A. V. Singh

most citedContinual Mean Estimation Under User-Level Privacy

2 citations · 2 across the 2 of their papers we have counts for

collaborators

3 papers

cs.LG2022★ 2 cited

Continual Mean Estimation Under User-Level Privacy

Anand Jerry George, Lekshmi Ramesh, Aditya Vikram Singh +1

We consider the problem of continually releasing an estimate of the population mean of a stream of samples that is user-level differentially private (DP). At each time instant, a u…

math.OC2019

Convergence Analysis of Nonconvex ADMM for Rigid Registration

Aditya V. Singh, Kunal N. Chaudhury

We consider the problem of rigid registration, where we wish to jointly register multiple point sets via rigid transforms. This arises in applications such as sensor network locali…

cs.NI2019

On Uniquely Registrable Networks

Aditya V. Singh, Kunal N. Chaudhury

Consider a network with $N$ nodes in $d$ -dimensional Euclidean space, and $M$ subsets of these nodes $P_{1}, \dots, P_{M}$ . Assume that the nodes in a given $P_{i}$ are observed in a loca…