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09/21/2023
State-aware Real-time Tracking and Remote Reconstruction of a Markov Source
The problem of real-time remote tracking and reconstruction of a two-sta...
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09/21/2023
An Information-Theoretic Analog of the Twin Paradox
We revisit the familiar scenario involving two parties in relative motio...
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05/19/2023
Semantic Filtering and Source Coding in Distributed Wireless Monitoring Systems
The problem of goal-oriented semantic filtering and timely source coding...
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05/17/2023
Indirect Rate Distortion Functions with f-Separable Distortion Criterion
We consider a remote source coding problem subject to a distortion funct...
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05/08/2023
Computation of Rate-Distortion-Perception Function under f-Divergence Perception Constraints
In this paper, we study the computation of the rate-distortion-perceptio...
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03/08/2023
Goal-oriented Policies for Cost of Actuation Error Minimization in Wireless Autonomous Systems
We consider the minimization of the cost of actuation error under resour...
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03/07/2023
When is Importance Weighting Correction Needed for Covariate Shift Adaptation?
This paper investigates when the importance weighting (IW) correction is...
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02/27/2023
Real-time Reconstruction of Markov Sources and Remote Actuation over Wireless Channels
In this work, we study the real-time tracking and reconstruction of an i...
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02/23/2023
Personalized Decentralized Federated Learning with Knowledge Distillation
Personalization in federated learning (FL) functions as a coordinator fo...
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02/02/2023
Real-time Remote Reconstruction of a Markov Source and Actuation over Wireless
In this work, we study the problem of real-time tracking and reconstruct...
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01/09/2023
Multi-User Distributed Computing Via Compressed Sensing
The multi-user linearly-separable distributed computing problem is consi...
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07/01/2022
Robust Bayesian Learning for Reliable Wireless AI: Framework and Applications
This work takes a critical look at the application of conventional machi...
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05/31/2022
Communication-Efficient Distributionally Robust Decentralized Learning
Decentralized learning algorithms empower interconnected edge devices to...
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05/14/2022
Blind Goal-Oriented Massive Access for Future Wireless Networks
Emerging communication networks are envisioned to support massive wirele...
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04/27/2022
Affine Frequency Division Multiplexing for Next Generation Wireless Communications
Affine Frequency Division Multiplexing (AFDM), a new chirp-based multica...
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03/16/2022
Semantics-Aware Source Coding in Status Update Systems
We consider a communication system in which the destination receives sta...
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03/03/2022
Low complexity equalization for AFDM in doubly dispersive channels
Affine Frequency Division Multiplexing (AFDM), which is based on discret...
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03/03/2022
Robust PAC^m: Training Ensemble Models Under Model Misspecification and Outliers
Standard Bayesian learning is known to have suboptimal generalization ca...
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03/02/2022
UAV-Aided Decentralized Learning over Mesh Networks
Decentralized learning empowers wireless network devices to collaborativ...
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02/10/2022
Coded ResNeXt: a network for designing disentangled information paths
To avoid treating neural networks as highly complex black boxes, the dee...
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02/02/2022
Asynchronous Decentralized Learning over Unreliable Wireless Networks
Decentralized learning enables edge users to collaboratively train model...
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12/17/2021
Towards Intelligent Context-Aware 6G Security
Imagine interconnected objects with embedded artificial intelligence (AI...
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06/08/2021
A Perspective on Time towards Wireless 6G
With the advent of 5G technology, the notion of latency got a prominent ...
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04/29/2021
A Novel Look at LIDAR-aided Data-driven mmWave Beam Selection
Efficient millimeter wave (mmWave) beam selection in vehicle-to-infrastr...
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04/22/2021
AFDM: A Full Diversity Next Generation Waveform for High Mobility Communications
We present Affine Frequency Division Multiplexing (AFDM), a new chirp-ba...
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11/27/2020
Deep Reinforcement Learning for Wireless Scheduling with Multiclass Services
In this paper, we investigate the problem of scheduling and resource all...
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11/22/2020
Wireless Distributed Edge Learning: How Many Edge Devices Do We Need?
We consider distributed machine learning at the wireless edge, where a p...
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07/28/2020
Team Deep Mixture of Experts for Distributed Power Control
In the context of wireless networking, it was recently shown that multip...
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07/22/2020
Semantics-Empowered Communication for Networked Intelligent Systems
Wireless connectivity has traditionally been regarded as a content-agnos...
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05/18/2019
Delay Violation Probability and Age of Information Interplay in the Two-user Multiple Access Channel
In this paper, we study the interplay between delay violation probabilit...
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07/10/2018
Stable Throughput Region of the Two-User Interference Channel
The stable throughput region of the two-user interference channel is inv...
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06/04/2018
Delay Performance of Multi-Antenna Multicasting in Wireless Networks
Low-latency communication is currently attracting significant attention ...
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05/03/2018
Energy-Latency Tradeoff in Ultra-Reliable Low-Latency Communication with Retransmissions
High-fidelity, real-time interactive applications are envisioned with th...
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04/19/2018