Ravi Tandon

Most-cited papers

Wireless Federated Learning with Local Differential Privacy
Mohamed Seif, Ravi Tandon, Ming Li
2020International Symposium on Information Theory208 citations Open access
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On the Capacity of Secure Distributed Matrix Multiplication
Wei-Ting Chang, Ravi Tandon
2018Global Communications Conference146 citations Open access
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The capacity of cache aided private information retrieval
Ravi Tandon
2017Allerton Conference on Communication, Control, and Computing145 citations Open access
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Fog-Aided Wireless Networks for Content Delivery: Fundamental Latency Tradeoffs
A. Sengupta, Ravi Tandon, O. Simeone
2016IEEE Transactions on Information Theory145 citations Open access
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Cloud-aided wireless networks with edge caching: Fundamental latency trade-offs in fog Radio Access Networks
Ravi Tandon, O. Simeone
2016International Symposium on Information Theory115 citations
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Harnessing cloud and edge synergies: toward an information theory of fog radio access networks
Ravi Tandon, O. Simeone
2016IEEE Communications Magazine114 citations
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Private Retrieval, Computing, and Learning: Recent Progress and Future Challenges
S. Ulukus, Salman Avestimehr, M. Gastpar, S. Jafar +2 more
2021IEEE Journal on Selected Areas in Communications96 citations Open access
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Deep Learning for SVD and Hybrid Beamforming
T. Peken, S. Adiga, Ravi Tandon, T. Bose
2020IEEE Transactions on Wireless Communications90 citations
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Online Edge Caching and Wireless Delivery in Fog-Aided Networks With Dynamic Content Popularity
Seyyed Mohammadreza Azimi, O. Simeone, A. Sengupta, Ravi Tandon
2017IEEE Journal on Selected Areas in Communications81 citations Open access
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The Capacity of Private Information Retrieval From Uncoded Storage Constrained Databases
M. Attia, Deepak Kumar, Ravi Tandon
2018IEEE Transactions on Information Theory70 citations Open access
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Privacy Amplification for Federated Learning via User Sampling and Wireless Aggregation
Mohamed Seif, Wei-Ting Chang, Ravi Tandon
2021International Symposium on Information Theory60 citations Open access
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Improved Approximation of Storage-Rate Tradeoff for Caching With Multiple Demands
A. Sengupta, Ravi Tandon
2016IEEE Transactions on Communications54 citations Open access
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Context-Aware Local Information Privacy
Bo Jiang, Mohamed Seif, Ravi Tandon, Ming Li
2021IEEE Transactions on Information Forensics and Security50 citations Open access
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Online Location Trace Privacy: An Information Theoretic Approach
Wen-Jing Zhang, Ming Li, Ravi Tandon, Hui Li
2019IEEE Transactions on Information Forensics and Security48 citations Open access
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Asymmetric Leaky Private Information Retrieval
I. Samy, M. Attia, Ravi Tandon, Loukas Lazos
2020IEEE Transactions on Information Theory46 citations Open access
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On the Upload versus Download Cost for Secure and Private Matrix Multiplication
Wei-Ting Chang, Ravi Tandon
2019Information Theory Workshop46 citations Open access
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Communication Efficient Federated Learning over Multiple Access Channels
Wei-Ting Chang, Ravi Tandon
2020arXiv.org45 citations
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Local Information Privacy and Its Application to Privacy-Preserving Data Aggregation
Bo Jiang, Ming Li, Ravi Tandon
2020IEEE Transactions on Dependable and Secure Computing43 citations Open access
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On the Capacity of Leaky Private Information Retrieval
I. Samy, Ravi Tandon, Loukas Lazos
2019International Symposium on Information Theory43 citations
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Information Theoretic Limits of Data Shuffling for Distributed Learning
M. Attia, Ravi Tandon
2016Global Communications Conference40 citations Open access
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Near Optimal Coded Data Shuffling for Distributed Learning
Mohamed Adel Attia, Ravi Tandon
2018IEEE Transactions on Information Theory34 citations Open access
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Seeing the forest for the trees: new approaches to forecasting cascades
S. Krishnan, P. Butler, Ravi Tandon, J. Leskovec +1 more
2016Web Science Conference33 citations
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Cloud and Cache-Aided Wireless Networks: Fundamental Latency Trade-Offs
A. Sengupta, Ravi Tandon, O. Simeone
2016arXiv.org32 citations
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Differentially Private Community Detection for Stochastic Block Models
Mohamed Seif, Dung Nguyen, A. Vullikanti, Ravi Tandon
2022International Conference on Machine Learning30 citations
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Private Information Retrieval from Storage Constrained Databases - Coded Caching meets PIR
M. Abdul-Wahid, Firas Almoualem, Deepak Kumar, Ravi Tandon
2017arXiv.org29 citations
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Designing Finite Alphabet Iterative Decoders of LDPC Codes Via Recurrent Quantized Neural Networks
Xin Xiao, B. Vasic, Ravi Tandon, Shu Lin
2020IEEE Transactions on Communications27 citations Open access
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Context-aware Data Aggregation with Localized Information Privacy
Bo Jiang, Ming Li, Ravi Tandon
2018IEEE Conference on Communications and Network Security27 citations Open access
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ON THE TRADEOFF BETWEEN MODE COLLAPSE AND SAMPLE QUALITY IN GENERATIVE ADVERSARIAL NETWORKS
S. Adiga, M. Attia, Wei-Ting Chang, Ravi Tandon
2018IEEE Global Conference on Signal and Information Processing25 citations
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On the Latency and Energy Efficiency of Distributed Storage Systems
Akshay Kumar, Ravi Tandon, T. C. Clancy
2017IEEE Transactions on Cloud Computing25 citations
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Online edge caching in fog-aided wireless networks
Seyyed Mohammadreza Azimi, O. Simeone, A. Sengupta, Ravi Tandon
2017International Symposium on Information Theory22 citations
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Cloud-Aided Edge Caching with Wireless Multicast Fronthauling in Fog Radio Access Networks
Jeongwan Koh, O. Simeone, Ravi Tandon, Joonhyuk Kang
2017IEEE Wireless Communications and Networking Conference22 citations
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On the worst-case communication overhead for distributed data shuffling
M. Attia, Ravi Tandon
2016Allerton Conference on Communication, Control, and Computing21 citations Open access
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Flow of Information in Feed-Forward Deep Neural Networks
P. Khadivi, Ravi Tandon, Naren Ramakrishnan
2016arXiv.org20 citations
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Fundamental Limits on Latency in Small-Cell Caching Systems: An Information-Theoretic Analysis
Seyyed Mohammadreza Azimi, O. Simeone, Ravi Tandon
2016Global Communications Conference18 citations
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PIR from Storage Constrained Databases - Coded Caching Meets PIR
Ravi Tandon, M. Abdul-Wahid, Firas Almoualem, Deepak Kumar
20182018 IEEE International Conference on Communications (ICC)17 citations
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Cloud RAN and edge caching: Fundamental performance trade-offs
A. Sengupta, Ravi Tandon, O. Simeone
2016International Workshop on Signal Processing Advances in Wireless Communications17 citations
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Local Information Privacy with Bounded Prior
Bo Jiang, Ming Li, Ravi Tandon
2019ICC 2019 - 2019 IEEE International Conference on Communications (ICC)16 citations
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Layered caching for heterogeneous storage
A. Sengupta, Ravi Tandon, T. Charles Clanc
2016Asilomar Conference on Signals, Systems and Computers16 citations
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Combating Computational Heterogeneity in Large-Scale Distributed Computing via Work Exchange
M. Attia, Ravi Tandon
2017arXiv.org13 citations
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Latent-variable Private Information Retrieval
I. Samy, M. Attia, Ravi Tandon, Loukas Lazos
2020International Symposium on Information Theory12 citations Open access
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FAID Diversity via Neural Networks
Xin Xiao, Nithin Raveendran, B. Vasic, S. Lin +1 more
2021International Symposium on Turbo Codes and Iterative Information Processing11 citations
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Unsupervised mmWave Beamforming via Autoencoders
T. Peken, Ravi Tandon, T. Bose
2020ICC 2020 - 2020 IEEE International Conference on Communications (ICC)11 citations
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Finite Alphabet Iterative Decoding of LDPC Codes with Coarsely Quantized Neural Networks
Xin Xiao, B. Vasic, Ravi Tandon, Shu Lin
2019Global Communications Conference11 citations Open access
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Content Delivery in Fog-Aided Small-Cell Systems with Offline and Online Caching: An Information - Theoretic Analysis
Seyyed Mohammadreza Azimi, O. Simeone, Ravi Tandon
2017Entropy11 citations Open access
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Learning Fair Classifiers via Min-Max F-divergence Regularization
Mei-Yu Zhong, Ravi Tandon
2023Allerton Conference on Communication, Control, and Computing10 citations Open access
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Random Sampling for Distributed Coded Matrix Multiplication
Wei-Ting Chang, Ravi Tandon
2019IEEE International Conference on Acoustics, Speech, and Signal Processing10 citations Open access
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Aggregation-based location privacy: An information theoretic approach
Wen-Jing Zhang, Bo Jiang, Ming Li, Ravi Tandon +2 more
2020Computers & security8 citations Open access
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The Capacity of Uncoded Storage Constrained PIR
M. Attia, Deepak Kumar, Ravi Tandon
2018International Symposium on Information Theory8 citations
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Approximately Optimal Distributed Data Shuffling
M. Attia, Ravi Tandon
2018International Symposium on Information Theory8 citations
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Pipelined Fronthaul-Edge Content Delivery in Fog Radio Access Networks
A. Sengupta, Ravi Tandon, O. Simeone
20162016 IEEE Globecom Workshops (GC Wkshps)8 citations
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