10 citations · 11 across the 3 of their papers we have counts for
3 papers
math.OC2020★ 1 cited
Distributed Stochastic Non-Convex Optimization: Momentum-Based Variance Reduction
Prashant Khanduri, Pranay Sharma, Swatantra Kafle +3
In this work, we propose a distributed algorithm for stochastic non-convex optimization. We consider a worker-server architecture where a set of worker nodes (WNs) in collabora…
math.OC2019★ 10 cited
Byzantine Resilient Non-Convex SVRG with Distributed Batch Gradient Computations
Prashant Khanduri, Saikiran Bulusu, Pranay Sharma +1
In this work, we consider the distributed stochastic optimization problem of minimizing a non-convex function in an adversarial sett…
eess.SP2019
Distributed Sequential Hypothesis Testing with Dependent Sensor Observations
Shan Zhang, Prashant Khanduri, Pramod K. Varshney
In this paper, we consider the problem of distributed sequential detection using wireless sensor networks (WSNs) in the presence of imperfect communication channels between the sen…