P. Varshney

PROFILE

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Aliases
Pramod K. Varshney, Pramod K Varshney, P. Varshney, P. K. Varshney, Pramod Varshney, P.k. Varshney, P. K Varshney
Publication record
907 papers · 35,395 citations · H-index 83

PAPERS

Information Fusion via Importance Sampling
20244 citationsauthor #3
Designing Local Quantizers for Distributed Detection of a Source With Unknown Location
20234 citationsauthor #2
On Communication-Efficient Multisensor Track Association via Measurement Transformation (Extended Version)
20230 citationsauthor #6
Sequential Processing of Observations in Human Decision-Making Systems
20231 citationsauthor #3
Track-Before-Detect Adaptive Birth Using Generic Observation Model Labeled Random Finite Sets
20231 citationsauthor #6
On Ordered Transmission Based Distributed Gaussian Shift-in-Mean Detection Under Byzantine Attacks
20237 citationsauthor #6
Distributed Quantized Detection of Sparse Signals Under Byzantine Attacks
20238 citationsauthor #4
Data association for maneuvering targets through a combined siamese network and XGBoost model
20237 citationsauthor #4
Direct Target Localization With Quantized Measurements in Noncoherent Distributed MIMO Radar Systems
202339 citationsauthor #3
1-Bit Compressed Sensing with Local Sparsity Patterns
20234 citationsauthor #3
On Distributed and Asynchronous Sampling of Gaussian Processes for Sequential Binary Hypothesis Testing
20230 citationsauthor #4
COMIC: An unsupervised change detection method for heterogeneous remote sensing images based on copula mixtures and Cycle-Consistent Adversarial Networks
202312 citationsauthor #5
Human-machine Hierarchical Networks for Decision Making under Byzantine Attacks
20232 citationsauthor #4
On Gibbs Sampling Architecture for Labeled Random Finite Sets Multi-Object Tracking
20231 citationsauthor #3
Collaborative Human Decision Making With Heterogeneous Agents
202213 citationsauthor #5
Efficient Ordered-Transmission Based Distributed Detection Under Data Falsification Attacks
20228 citationsauthor #6
Optimal Scheduling of Multiple Spatiotemporally Dependent Observations for Remote Estimation Using Age of Information
20229 citationsauthor #4
Human-Machine Collaboration for Smart Decision Making: Current Trends and Future Opportunities
202210 citationsauthor #2
Distributed Estimation in Large Scale Wireless Sensor Networks via a Two Step Group-based Approach
20221 citationsauthor #4
Adaptation of Frequency Hopping Interval for Radar Anti-Jamming Based on Reinforcement Learning
202271 citationsauthor #3
Distributed Detection with Multiple Sensors in the Presence of Sybil Attacks
20222 citationsauthor #3
Loss Attitude Aware Energy Management for Signal Detection
20221 citationsauthor #5
State Estimation of Linear Systems With Sparse Inputs and Markov-Modulated Missing Outputs
20223 citationsauthor #2
Online Identification of Recurring Changepoints
20220 citationsauthor #5
Learning Distributions Generated by Single-Layer ReLU Networks in the Presence of Arbitrary Outliers
20220 citationsauthor #4
Exponential Mixture Density Based Approximation to Posterior Cramr-Rao Lower Bound for Distributed Target Tracking
202219 citationsauthor #3
Optimal Transmission-Constrained Scheduling of Spatio-Temporally Dependent Observations Using Age-of-Information
20223 citationsauthor #4
Ordered Transmission-based Detection in Distributed Networks in the Presence of Byzantines
20221 citationsauthor #4
Reputation and Audit Bit Based Distributed Detection in the Presence of Byzantines
20222 citationsauthor #4
Federated Minimax Optimization: Improved Convergence Analyses and Algorithms
202261 citationsauthor #4
Federated Learning With Soft Clustering
2022105 citationsauthor #3
Performance Analysis of LEO Satellite-Based IoT Networks in the Presence of Interference
202231 citationsauthor #4
Distributed detection of sparse signals with censoring sensors in clustered sensor networks
202211 citationsauthor #3
Heterogeneity-Aware Recurrent Neural Network for Hyperspectral and Multispectral Image Fusion
20227 citationsauthor #8
Monitoring and Anomaly Detection Actor-Critic Based Controlled Sensing
20220 citationsauthor #3
Resource Scheduling for Multi-Target Tracking in Multi-Radar Systems With Imperfect Detection
202247 citationsauthor #3
Human Decision Making with Bounded Rationality
20227 citationsauthor #3
Robust Federated Opportunistic Learning in the Presence of Label Quality Disparity
20222 citationsauthor #3
Utility-Theory-Based Optimal Resource Consumption for Inference in IoT Systems
20214 citationsauthor #3
Communication-Efficient Federated Learning Based on Compressed Sensing
202159 citationsauthor #3
Distributed Detection in Wireless Sensor Networks Under Multiplicative Fading via Generalized Score Tests
202175 citationsauthor #3
On Distributed Detection with Random Distortion Testing
20210 citationsauthor #5
Signal structure information-based data association for maneuvering targets with a convolutional Siamese network
20213 citationsauthor #3
Randomized Multiple Model Multiple Hypothesis Tracking
20210 citationsauthor #6
Scalable and Decentralized Algorithms for Anomaly Detection via Learning-Based Controlled Sensing
20216 citationsauthor #5
STEM: A Stochastic Two-Sided Momentum Algorithm Achieving Near-Optimal Sample and Communication Complexities for Federated Learning
202172 citationsauthor #7
Multi-Sensor Joint Adaptive Birth Sampler for Labeled Random Finite Set Tracking
202130 citationsauthor #3
A Scalable Algorithm for Anomaly Detection via Learning-Based Controlled Sensing
20213 citationsauthor #3
Robust Power Allocation for Resource-Aware Multi-Target Tracking With Colocated MIMO Radars
202187 citationsauthor #4
Byzantine Resilient Distributed Clustering with Redundant Data Assignment
20212 citationsauthor #5
Cognitive Memory Constrained Human Decision Making based on Multi-source Information
20215 citationsauthor #3
Enhanced Audit Bit Based Distributed Bayesian Detection in the Presence of Strategic Attacks
202112 citationsauthor #4
Temporal Detection of Anomalies via Actor-Critic Based Controlled Sensing
20214 citationsauthor #3
One-Bit Compressed Sensing Using Untrained Network Prior
20216 citationsauthor #3
On Strategic Jamming in Distributed Detection Networks
20214 citationsauthor #3
MR-GAN: Manifold Regularized Generative Adversarial Networks for Scientific Data
20215 citationsauthor #8
Robust Linear Transceiver Designs for Vector Parameter Estimation in MIMO Wireless Sensor Networks Under CSI Uncertainty
20219 citationsauthor #5
A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning: Principals, Recent Advances, and Applications
2020301 citationsauthor #6
FusionNet: An Unsupervised Convolutional Variational Network for Hyperspectral and Multispectral Image Fusion
202099 citationsauthor #6
Measurement Bounds for Compressed Sensing with Missing Data
20201 citationsauthor #2
Anomalous Example Detection in Deep Learning: A Survey
2020170 citationsauthor #4
Mixed Copula-Based Uncertainty Modeling of Hourly Wind Farm Production for Power System Operational Planning Studies
202018 citationsauthor #5
Heterogeneous Sensor Fusion With Out Of Sync Data
20204 citationsauthor #2
Anomaly Detection Under Controlled Sensing Using Actor-Critic Reinforcement Learning
202012 citationsauthor #3
Communication Network Topology Inference via Transfer Entropy
202037 citationsauthor #4
Linear MMSE Precoder Combiner Designs for Decentralized Estimation in Wireless Sensor Networks
20205 citationsauthor #5
Distributed Detection of Sparse Signals With Censoring Sensors Via Locally Most Powerful Test
202010 citationsauthor #3
Decentralized Federated Learning via Mutual Knowledge Transfer
2020135 citationsauthor #3
Colocated MIMO radar waveform optimization with receive beamforming
202024 citationsauthor #3
Distributed Radar Multi-frame Detection with Least Squares Quantization
20203 citationsauthor #3
Joint Collaboration and Compression Design for Random Signal Detection in Wireless Sensor Networks
202010 citationsauthor #5
Anomalous Instance Detection in Deep Learning: A Survey
202048 citationsauthor #4
Sensor Fusion
20200 citationsauthor #1
On Human Assisted Decision Making for Machines Using Correlated Observations
20205 citationsauthor #3
Distributed Detection of Sparse Signals with 1-Bit Data in Two-Level Two-Degree Tree-Structured Sensor Networks
20202 citationsauthor #3
Distributed Detection of Sparse Signals With Physical Layer Secrecy Constraints: A Falsified Censoring Strategy
20205 citationsauthor #3
Decentralized Bayesian Detection Theory
20201 citationsauthor #1
Zeroth-Order Hybrid Gradient Descent: Towards A Principled Black-Box Optimization Framework
20202 citationsauthor #6
Sparse Activity Detection in Cell-Free Massive MIMO systems
20209 citationsauthor #3
Controllability of Network Opinion in Erdős-Rényi Graphs using Sparse Control Inputs
202012 citationsauthor #4
Optimal Power Allocation for Full-Duplex Underwater Relay Networks With Energy Harvesting: A Reinforcement Learning Approach
202051 citationsauthor #6
On Performance Comparison of Multi-Antenna HD-NOMA, SCMA, and PD-NOMA Schemes
202051 citationsauthor #3
Asymptotic Performance In Heterogeneous Human-machine Inference Networks
20204 citationsauthor #3
Measurement Bounds for Compressed Sensing in Sensor Networks With Missing Data
202011 citationsauthor #2
A Sparsity Based CFAR Algorithm for Dense Radar Targets
202012 citationsauthor #3
Balancedenergy sleep scheduling scheme for high density cluster-Balancedenergy sleep scheduling scheme for high density cluster-based sensor networks based sensor networks
20200 citationsauthor #4
Prospect Theoretic Utility Based Human Decision Making in Multi-Agent Systems
202036 citationsauthor #4
On Distributed Online Convex Optimization with Sublinear Dynamic Regret and Fit
202021 citationsauthor #5
On the Design of Near-Optimal Variable-Length Error-Correcting Codes for Large Source Alphabets
20200 citationsauthor #4
Distributed Sequential Detection: Dependent Observations and Imperfect Communication
202012 citationsauthor #3
Distributed Stochastic Non-Convex Optimization: Momentum-Based Variance Reduction
20206 citationsauthor #6
Copula-Based Cooperative Sensing of OFDM Signals in Cognitive Radios
20204 citationsauthor #4
Distributed Detection of Sparse Stochastic Signals With 1-Bit Data in Tree-Structured Sensor Networks
202022 citationsauthor #3
Anomaly Detection via Controlled Sensing and Deep Active Inference
20202 citationsauthor #5
One-Bit Compressed Sensing Using Generative Models
20209 citationsauthor #3
Cooperative Spectrum Sensing using Heterogeneous Sensors and Copula Theory
20200 citationsauthor #3
On Distributed Stochastic Gradient Descent for Nonconvex Functions in the Presence of Byzantines
20205 citationsauthor #4
On Noise-Enhanced Distributed Inference in the Presence of On Noise-Enhanced Distributed Inference in the Presence of Byzantines Byzantines
20200 citationsauthor #3
A Novel Spectrally-Efficient Uplink Hybrid-Domain NOMA System
20208 citationsauthor #4
Minimum Byzantine Effort for Blinding Distributed Detection in Wireless Sensor Networks
20208 citationsauthor #4

TIMELINE

1974 6 citations

1976 0 citations

1977 2 citations

1978 16 citations

1979 11 citations

1980 7 citations

1981 142 citations

1982 162 citations

1983 139 citations

1984 13 citations

1985 4 citations

1986 1,277 citations

1987 21 citations

1988 113 citations

1989 549 citations

1990 39 citations

1991 139 citations

1992 2 citations

1993 106 citations

1994 120 citations

1995 84 citations

1996 2,075 citations

1997 2,749 citations

1998 191 citations

1999 213 citations

2000 388 citations

2001 110 citations

2002 683 citations

2003 2,994 citations

2004 3,444 citations

2005 4,013 citations

2006 2,771 citations

2007 1,839 citations

2008 615 citations

2009 581 citations

2010 807 citations

2011 973 citations

2012 1,046 citations

2013 1,313 citations

2014 850 citations

2015 767 citations

2016 310 citations

2017 393 citations

2018 794 citations

2019 478 citations

2020 1,175 citations

2021 386 citations

2022 414 citations

2023 86 citations

2024 4 citations

Unknown 1 citations

P. Varshney

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