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Profile
Ravi Tandon
Associate Professor, Electrical and Computer Engineering | Member of the Graduate Faculty
Electrical and Computer Engr
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Overview
Research
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Collaboration
(28)
Hao Zhang
Mutual work: 2 Proposals
Collaboration Details
Nirav Merchant
Mutual work: 4 Proposalsīš2 Grants
Collaboration Details
Bonnie LaFleur
Mutual work: 1 Proposal
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Salim Hariri
Mutual work: 3 Proposals
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Larry Head
Mutual work: 1 Proposal
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Grants
(11)
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Publications
(86)
Recent
Wireless federated learning with local differential privacy
2020
wireless communication,
federated learning,
differential privacy,
data privacy,
machine learning
Mac aware quantization for distributed gradient descent
2020
machine learning,
distributed computing,
quantization,
gradient descent,
networking
Adversarial filters for secure modulation classification
2020
adversarial attacks,
modulation classification,
secure communication,
machine learning,
signal processing
The capacity of private information retrieval from uncoded storage constrained databases
2020
information retrieval,
database storage,
privacy,
data security,
uncoded storage
Communication efficient federated learning over multiple access channels
2020
federated learning,
communication networks,
wireless communication,
distributed machine learning,
multi-access channels
Topological Interference Management with Confidential Messages
2020
wireless communications,
topology,
information theory,
signal processing,
network security
Unsupervised mmWave beamforming via autoencoders
2020
beamforming,
autoencoders,
mmwave,
unsupervised,
wireless communication
On Secure Topological Interference Management for Half-rate-feasible Networks
2020
interference management,
topological networks,
secure communication,
half-rate-feasible networks,
wireless communication
Aggregation-based location privacy: An information theoretic approach
2020
privacy,
information theory,
location,
aggregation,
security
Regret Analysis of Stochastic Multi-armed Bandit Problem with Clustered Information Feedback
2020
stochastic processes,
reinforcement learning,
cluster analysis,
decision making,
information theory
