P. Varshney

Most-cited papers

A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning: Principals, Recent Advances, and Applications
Sijia Liu, Pin-Yu Chen, B. Kailkhura, Gaoyuan Zhang +2 more
2020IEEE Signal Processing Magazine357 citations Open access
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Anomalous Example Detection in Deep Learning: A Survey
Saikiran Bulusu, B. Kailkhura, Bo Li, P. Varshney +1 more
2020IEEE Access175 citations Open access
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Decentralized Federated Learning via Mutual Knowledge Transfer
Cheng-Xi Li, Gang Li, P. Varshney
2020IEEE Internet of Things Journal145 citations Open access
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Federated Learning With Soft Clustering
Cheng-Xi Li, Gang Li, P. Varshney
2022IEEE Internet of Things Journal119 citations
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FusionNet: An Unsupervised Convolutional Variational Network for Hyperspectral and Multispectral Image Fusion
Zhengjue Wang, Bo Chen, Ruiying Lu, Haotong Zhang +2 more
2020IEEE Transactions on Image Processing113 citations
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Robust Power Allocation for Resource-Aware Multi-Target Tracking With Colocated MIMO Radars
Ye Yuan, Wei Yi, R. Hoseinnezhad, P. Varshney
2021IEEE Transactions on Signal Processing93 citations
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Adaptation of Frequency Hopping Interval for Radar Anti-Jamming Based on Reinforcement Learning
Ailiya, Wei Yi, P. Varshney
2022IEEE Transactions on Vehicular Technology87 citations
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STEM: A Stochastic Two-Sided Momentum Algorithm Achieving Near-Optimal Sample and Communication Complexities for Federated Learning
Prashant Khanduri, Pranay Sharma, Hai-Bo Yang, Min-Fong Hong +3 more
2021Neural Information Processing Systems78 citations
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Distributed Detection in Wireless Sensor Networks Under Multiplicative Fading via Generalized Score Tests
D. Ciuonzo, P. Rossi, P. Varshney
2021IEEE Internet of Things Journal78 citations Open access
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Federated Minimax Optimization: Improved Convergence Analyses and Algorithms
Pranay Sharma, R. Panda, Gauri Joshi, P. Varshney
2022International Conference on Machine Learning70 citations Open access
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Communication-Efficient Federated Learning Based on Compressed Sensing
Cheng-Xi Li, Gang Li, P. Varshney
2021IEEE Internet of Things Journal67 citations
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Resource Scheduling for Multi-Target Tracking in Multi-Radar Systems With Imperfect Detection
Jun Sun, Wei Yi, P. Varshney, Ling-Jiang Kong
2022IEEE Transactions on Signal Processing56 citations
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On Performance Comparison of Multi-Antenna HD-NOMA, SCMA, and PD-NOMA Schemes
Animesh Yadav, Chen Quan, P. Varshney, H. Poor
2020IEEE Wireless Communications Letters56 citations Open access
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Optimal Power Allocation for Full-Duplex Underwater Relay Networks With Energy Harvesting: A Reinforcement Learning Approach
Ranning Wang, Animesh Yadav, Esraa A. Makled, O. Dobre +2 more
2020IEEE Wireless Communications Letters54 citations
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Anomalous Instance Detection in Deep Learning: A Survey
Saikiran Bulusu, B. Kailkhura, Bo Li, P. Varshney +1 more
2020arXiv.org48 citations
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Direct Target Localization With Quantized Measurements in Noncoherent Distributed MIMO Radar Systems
Guoxin Zhang, Wei Yi, P. Varshney, Ling-Jiang Kong
2023IEEE Transactions on Geoscience and Remote Sensing44 citations
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Communication Network Topology Inference via Transfer Entropy
Pranay Sharma, Donald J. Bucci, Swastik Brahma, P. Varshney
2020IEEE Transactions on Network Science and Engineering43 citations
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Performance Analysis of LEO Satellite-Based IoT Networks in the Presence of Interference
A. Dwivedi, S. Chaudhari, Neeraj Varshney, P. Varshney
2022IEEE Internet of Things Journal41 citations Open access
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Prospect Theoretic Utility Based Human Decision Making in Multi-Agent Systems
Bao-Cheng Geng, Swastik Brahma, Thakshila Wimalajeewa, P. Varshney +1 more
2020IEEE Transactions on Signal Processing37 citations Open access
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Multi-Sensor Joint Adaptive Birth Sampler for Labeled Random Finite Set Tracking
Anthony Trezza, Donald J. Bucci, P. Varshney
2021IEEE Transactions on Signal Processing35 citations Open access
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Decentralized Gaussian Filters for Cooperative Self-Localization and Multi-Target Tracking
Pranay Sharma, Augustin-Alexandru Saucan, Donald J. Bucci, P. Varshney
2019IEEE Transactions on Signal Processing33 citations Open access
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Colocated MIMO radar waveform optimization with receive beamforming
Shenghua Zhou, Jing Lu, P. Varshney, Jian-Lai Wang +2 more
2020Digit. Signal Process.24 citations
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On Distributed Online Convex Optimization with Sublinear Dynamic Regret and Fit
Pranay Sharma, Prashant Khanduri, Li-Xin Shen, Donald J. Bucci +1 more
2020Asilomar Conference on Signals, Systems and Computers23 citations Open access
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Exponential Mixture Density Based Approximation to Posterior Cramr-Rao Lower Bound for Distributed Target Tracking
Ye Yuan, Wei Yi, P. Varshney
2022IEEE Transactions on Signal Processing22 citations
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Distributed Detection of Sparse Stochastic Signals With 1-Bit Data in Tree-Structured Sensor Networks
Cheng-Xi Li, Gang Li, P. Varshney
2020IEEE Transactions on Signal Processing22 citations Open access
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Mixed Copula-Based Uncertainty Modeling of Hourly Wind Farm Production for Power System Operational Planning Studies
Wolf Peter Jean Philippe, Shan Zhang, S. Eftekharnejad, P. Ghosh +1 more
2020IEEE Access22 citations Open access
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COMIC: An unsupervised change detection method for heterogeneous remote sensing images based on copula mixtures and Cycle-Consistent Adversarial Networks
Cheng-Xi Li, Gang Li, Zhuoyue Wang, Xue-Qian Wang +1 more
2023Information Fusion21 citations
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A Sparsity Based CFAR Algorithm for Dense Radar Targets
Jing-Xuan Chen, Shenghua Zhou, P. Varshney, Jing Lu +3 more
2020International Radar Conference16 citations
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Controllability of Network Opinion in Erdős-Rényi Graphs using Sparse Control Inputs
Geethu Joseph, Buddhika Nettasinghe, V. Krishnamurthy, P. Varshney
2020SIAM Journal of Control and Optimization15 citations Open access
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Collaborative Human Decision Making With Heterogeneous Agents
Bao-Cheng Geng, Xiancheng Cheng, Swastik Brahma, David Kellen +1 more
2022IEEE Transactions on Computational Social Systems14 citations Open access
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Human-Machine Collaboration for Smart Decision Making: Current Trends and Future Opportunities
Bao-Cheng Geng, P. Varshney
2022International Conference on Communications in Computing14 citations Open access
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Enhanced Audit Bit Based Distributed Bayesian Detection in the Presence of Strategic Attacks
Chen Quan, Bao-Cheng Geng, Y. Han, P. Varshney
2021IEEE Transactions on Signal and Information Processing over Networks14 citations Open access
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Distributed Sequential Detection: Dependent Observations and Imperfect Communication
Shan Zhang, Prashant Khanduri, P. Varshney
2020IEEE Transactions on Signal Processing13 citations
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Distributed Quantized Detection of Sparse Signals Under Byzantine Attacks
Chen Quan, Y. Han, Bao-Cheng Geng, P. Varshney
2023IEEE Transactions on Signal Processing12 citations Open access
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Measurement Bounds for Compressed Sensing in Sensor Networks With Missing Data
Geethu Joseph, P. Varshney
2020IEEE Transactions on Signal Processing12 citations Open access
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Anomaly Detection Under Controlled Sensing Using Actor-Critic Reinforcement Learning
Geethu Joseph, M. C. Gursoy, P. Varshney
2020International Workshop on Signal Processing Advances in Wireless Communications12 citations Open access
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One-Bit Compressed Sensing Using Generative Models
Geethu Joseph, Swatantra Kafle, P. Varshney
2020IEEE International Conference on Acoustics, Speech, and Signal Processing12 citations
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On Ordered Transmission Based Distributed Gaussian Shift-in-Mean Detection Under Byzantine Attacks
Chen Quan, Saikiran Bulusu, Bao-Cheng Geng, Y. Han +2 more
2023IEEE Transactions on Signal Processing11 citations
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Distributed detection of sparse signals with censoring sensors in clustered sensor networks
Cheng-Xi Li, Gang Li, P. Varshney
2022Information Fusion11 citations Open access
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Joint Collaboration and Compression Design for Random Signal Detection in Wireless Sensor Networks
Xiancheng Cheng, Bao-Cheng Geng, Prashant Khanduri, Baixiao Chen +1 more
2020IEEE Signal Processing Letters11 citations Open access
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Distributed Detection of Sparse Signals With Censoring Sensors Via Locally Most Powerful Test
Cheng-Xi Li, Gang Li, P. Varshney
2020IEEE Signal Processing Letters10 citations Open access
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Sparse Activity Detection in Cell-Free Massive MIMO systems
Mang-Qing Guo, M. C. Gursoy, P. Varshney
2020International Symposium on Information Theory10 citations
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Data association for maneuvering targets through a combined siamese network and XGBoost model
Chang Gao, Jun-Kun Yan, Bo Chen, P. Varshney +2 more
2023Signal Processing9 citations
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Efficient Ordered-Transmission Based Distributed Detection Under Data Falsification Attacks
Chen Quan, N. Sriranga, Hao-Jyun Yang, Y. Han +2 more
2022IEEE Signal Processing Letters9 citations Open access
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Optimal Scheduling of Multiple Spatiotemporally Dependent Observations for Remote Estimation Using Age of Information
Victor Wattin Håkansson, Naveen K. D. Venkategowda, Stefan Werner, P. Varshney
2022IEEE Internet of Things Journal9 citations Open access
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Robust Linear Transceiver Designs for Vector Parameter Estimation in MIMO Wireless Sensor Networks Under CSI Uncertainty
Kunwar Pritiraj Rajput, Yogesh Verma, Naveen K. D. Venkategowda, A. Jagannatham +1 more
2021IEEE Transactions on Vehicular Technology9 citations
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A Novel Spectrally-Efficient Uplink Hybrid-Domain NOMA System
Chen Quan, Animesh Yadav, Bao-Cheng Geng, P. Varshney +1 more
2020IEEE Communications Letters9 citations Open access
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Human Decision Making with Bounded Rationality
Bao-Cheng Geng, Qunwei Li, P. Varshney
2022IEEE International Conference on Acoustics, Speech, and Signal Processing8 citations
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Minimum Byzantine Effort for Blinding Distributed Detection in Wireless Sensor Networks
Hsuan-Yin Lin, Po-Ning Chen, Y. Han, P. Varshney
2020IEEE Transactions on Signal Processing8 citations
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Heterogeneity-Aware Recurrent Neural Network for Hyperspectral and Multispectral Image Fusion
Ruiying Lu, Bo Chen, Jianqiao Sun, Wen-Chuan Chen +4 more
2022IEEE Journal on Selected Topics in Signal Processing7 citations
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