❝
Ravi Tandon joined the Department of Electrical and Computer Engineering in fall 2015, following a position as research assistant professor at Virginia Tech. There, he held appointments in the Bradley Department of Electrical and Computer Engineering, Hume Center for National Security and Technology, and the Discovery Analytics Center in the Department of Computer Science.
He is a graduate of the Indian Institute of Technology in Kanpur and the University of Maryland, College Park, or UMCP, where he was nominated for the Graduate School Best Dissertation Award and the ECE Distinguished Dissertation Fellowship Award. From 2010 to 2012, he was a postdoctoral research associate at Princeton University.
Tandon is the recipient of the Best Paper Award at IEEE GLOBECOM 2011. His current research interests include information theory and its applications to wireless networks, communications, security and privacy, machine learning and data mining.Show Less
VOSviewer
Courses
- PRPEAProbability and Random Processes for Engineering Applications
- ICIntroduction to Communications
- ITInformation Theory
Grants
- EAGER: DCL: SaTC: Enabling Interdisciplinary Collab: Impact-aware Machine Learning for Fair and Private Decision Making: Algorithms and Applications in Juvenile Justice Systems
Principal Investigator (PI)
2022
$300.0K
Active - Dynamic Spectrum Sharing 5G Applications Prototype Contract
Principal Investigator (PI)
2021
$1.0M
Active - CIF: Small: Learning To Correct Errors
Co-Investigator (COI)
2021
$507.4K
Active - CAREER: Communication-Efficient Distributed Computation: Information-Theoretic Foundations and Algorithms
Principal Investigator (PI)
2017
$500.0K
Active - Broadband Wireless Access Center (BWAC) Membership
Co-Investigator (COI)
2013
$1.9M
Active - UofA Algorithms plus Antenna
Co-Investigator (COI)
2020
$334.4K
- UofA Algorithms plus Antenna
Co-Investigator (COI)
2020
$100.0K
- SaTC: CORE: Small: Robust Physical Layer Security with Channel Knowledge Uncertainty
Principal Investigator (PI)
2017
$500.0K
- CIF: Small: Collaborative Research: Synergistic Exploitation of Network Dynamics and Knowledge Heterogeneity in Wireless Networks
Principal Investigator (PI)
2015
$120.0K
Technologies / Patents
Publications (87)
Recent
- Aggregation-based location privacy: An information theoretic approach
2020
- Topological Interference Management with Confidential Messages
2020
- Designing finite alphabet iterative decoders of ldpc codes via recurrent quantized neural networks
2020
- Mac aware quantization for distributed gradient descent
2020
- Communication efficient federated learning over multiple access channels
2020
- The capacity of private information retrieval from uncoded storage constrained databases
2020
- On Secure Topological Interference Management for Half-rate-feasible Networks
2020
- Wireless federated learning with local differential privacy
2020
- Regret Analysis of Stochastic Multi-armed Bandit Problem with Clustered Information Feedback
2020
- Adversarial filters for secure modulation classification
2020
- Local information privacy and its application to privacy-preserving data aggregation
2020
- Unsupervised mmWave beamforming via autoencoders
2020
- Latent-variable Private Information Retrieval
2019
- On the Capacity of Leaky Private Information Retrieval
2019
- On the Upload versus Download Cost for Secure and Private Matrix Multiplication
2019
- Deep learning for SVD and Hybrid Beamforming
2019
- Finite alphabet iterative decoding of LDPC codes with coarsely quantized neural networks
2019
- Blind MIMO Cooperative Jamming: Secrecy via ISI Heterogeneity without CSIT
2019
- Secure Retrospective Interference Alignment
2019
- Interference Channels with Confidential Messages: Leveraging OFDM Transmission to Scale up Secure Degrees of Freedom with No CSIT
2019
- Random Sampling for Distributed Coded Matrix Multiplication
2019
- Near Optimal Coded Data Shuffling for distributed learning
2019
- Online Location Trace Privacy: An Information Theoretic Approach
2019
- Context Aware Laplacian Mechanism for Local Information Privacy
2019
- Localized Information Privacy with Bounded Prior
2019
- On the Capacity of Secure Distributed Matrix Multiplication
2018
- The capacity of Uncoded storage constrained PIR
2018
- On the Capacity of Secure Distributed FFT
2018
- Approximately optimal Distributed data shuffling
2018
- Online Edge Caching and Wireless Delivery in Fog-Aided Networks with Dynamic Content Popularity
2018
- On the Tradeoff between Mode Collapse and Sample Quality in Generative Adversarial networks
2018
- Efficient Spectrum Access and Co-Existence with Receiver Nonlinearity: Frameworks and Algorithms
2018
- PIR from Storage Constrained Databases Coded Caching meets PIR
2018
- Degrees of Freedom and Achievable Rate of Wide-Band Multi-cell Multiple Access Channels with No CSIT
2018
- Context-Aware Data Aggregation with Localized Information Privacy
2018
- Non-Gaussian Signal Detection: How much can massive MIMO help
2018
- On the Secure Degrees of Freedom of 2 × 2 × 2 Multi-Hop Network with Untrusted Relays
2018
- On the Secure degrees of freedom of the K-user interference channel with delayed CSIT
2018
- The Capacity of Private Information Retrieval from Storage Constrained Databases
2018
- Content Delivery in Fog-Aided Small-Cell Systems with Offline and Online Caching
2017
- Cache-aided content delivery in fog-RAN systems with topological information and no CSI
2017
- The Capacity of Cache Aided Private Information Retrieval
2017
- Coding for efficient caching in multicore embedded systems
2017
- Online Edge Caching in Fog-aided Wireless Networks
2017
- Cloud-Aided Edge Caching with Wireless Multicast Fronthauling in Fog Radio Access Networks
2017
- Combating Stragglers via Work Exchange in Heterogeneous Distributed Systems
2017
- Map-reduce based Hybrid beamforming: trade-off between complexity and cost
2017
- MIMO Wiretap Channel with ISI Heterogeneity - Achieving Secure DoF with no CSI
2017
- On the Secure Degrees-of-Freedom of Partially Connected Networks with no CSIT
2017
- A New Coding Scheme for Distributed Data Shuffling with No Excess Storage
2017
- Towards the Exact Rate-Memory Trade-Off for Uncoded Caching with Secure Delivery
2017
- Improved Approximation of Storage-Rate Tradeoff for Caching with Multiple Demands
2017
- On the Degrees of Freedom of Wide-Band Multi-cell Multiple Access Channels with no CSIT
2017
- Blind Cooperative Jamming: Exploiting ISI Heterogeneity to Achieve Positive Secure DoF
2017
- On Scalability and Interference Avoidance in Nonlinear Adjacent Channel Interference Networks
2017
- Secure Degrees of Freedom Region of the Two-User MISO Broadcast Channel with Alternating CSIT
2017
- Fog-Aided Wireless Networks for Content Delivery: Fundamental Latency Tradeoffs
2017
- On Adjacent Channel Co-existence with Receiver Nonlinearity
2017
- Layered Caching for Heterogeneous Storage
2016
- Cloud-Aided Wireless Networks with Edge Caching: Fundamental Latency Tradeoffs in Fog Radio Access Networks
2016
- MISO Broadcast Channel with Hybrid CSIT: Beyond Two Users
2016
- Towards Optimal Distributed Storage Systems with Exact Repair
2016
- Fundamental Limits on Latency in Small-Cell Caching Systems: An Information-Theoretic Analysis
2016
- Seeing the Forest for the Trees: New Approaches to Forecasting Cascades
2016
- On the Latency and Energy Efficiency of Distributed Storage Systems
2016
- A Linear Approach for (k+1, k, k) Exact Regeneration Distributed Storage Codes
2016
- Learning-Aided Collaborative Caching in Small Cell Networks
2016
- Cache Aided Wireless Networks: Tradeoffs between Storage and Latency
2016
- Information Theoretic Limits of Data Shuffling for Distributed Learning
2016
- On the Worst-case Communication Overhead for Distributed Data Shuffling
2016
- Approximate Capacity region for the symmetric Gaussian Interference channel with Noisy Feedback
2015
- Online Denoising of Discrete Noisy Data
2015
- PHY-Layer Resiliency in OFDM: A Tutorial
2015
- Time series Forecasting via noisy channel reversal
2015
- Three user MISO Broadcast Channel: How Much can CSIT Heterogeneity Help?
2015
- Uncovering News-Twitter reciprocity via Interaction Patterns
2015
- Linear Exact Repair Rate Region of (k+1, k, k) distributed Storage Systems: a new approach
2015
- Perfect Output Feedback in the Two-user decentralized Interference channel
2015
- On the Symmetric 2-user Deterministic Interference Channel with Confidential Messages
2015
- Secrecy for MISO Broadcast Channel with Heterogenous CSIT
2015
- A General Outer Bound for MISO Broadcast Channel with heterogenous CSIT
2015
- Dynamic Resource Allocation for Cooperative Spectrum Sharing in LTE Networks
2015
- Secrecy for MISO Broadcast Channels via Alternating CSIT
2015
- New Bounds on the (n, k, d) Storage Systems with Exact Repair
2015
- Fundamental Limits of Caching with Secure Delivery
2015
- Improved Approximation of Storage-Rate Tradeoff for Caching via New Outer Bounds
2015
- Retroactive Anti-Jamming for MISO Broadcast Channels
2014