58 citations · 176 across the 35 of their papers we have counts for
8 papers · 1 filter
A Spectral Approach for the Design of Experiments: Design, Analysis and Algorithms
Bhavya Kailkhura, Jayaraman J. Thiagarajan, Charvi Rastogi +2
This paper proposes a new approach to construct high quality space-filling sample designs. First, we propose a novel technique to quantify the space-filling property and optimally…
Optimal Crowdsourced Classification with a Reject Option in the Presence of Spammers
Qunwei Li, Pramod K. Varshney
We explore the design of an effective crowdsourcing system for an -ary classification task. Crowd workers complete simple binary microtasks whose results are aggregated to give…
A Memristor-Based Optimization Framework for AI Applications
Sijia Liu, Yanzhi Wang, Makan Fardad +1
Memristors have recently received significant attention as ubiquitous device-level components for building a novel generation of computing systems. These devices have many promisin…
Diffusive Molecular Communication with Nanomachine Mobility
Neeraj Varshney, Aditya K. Jagannatham, Pramod K. Varshney
This work presents a performance analysis for diffusive molecular communication with mobile transmit and receive nanomachines. To begin with, the optimal test is obtained for symbo…
Design and Performance Analysis of Dual and Multi-hop Diffusive Molecular Communication Systems
Neeraj Varshney, Adarsh Patel, Aditya K. Jagannatham +1
This work presents a comprehensive performance analysis of diffusion based direct, dual-hop, and multi-hop molecular communication systems with Brownian motion and drift in the pre…
A Coupon-Collector Model of Machine-Aided Discovery
Aditya Vempaty, Lav R. Varshney, Pramod K. Varshney
Empirical studies of scientific discovery---so-called Eurekometrics---have indicated that the output of exploration proceeds as a logistic growth curve. Although logistic functions…