Erdem Koyuncu

IEEE Trans. Neural Networks Learn. Syst., January, 2024

2023

Adaptive and Resilient Model-Distributed Inference in Edge Computing Systems.

[BibT_eX]

[DOI]

Pengzhen Li

IEEE Open J. Commun. Soc., 2023

Federated Representation Learning Through Clustering.

[BibT_eX]

[DOI]

Runxuan Miao

Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

Random Walking Snakes for Decentralized Learning at Edge Networks.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Symposium on Local and Metropolitan Area Networks, 2023

Memorization Capacity of Neural Networks with Conditional Computation.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Resource-Efficient Federated Clustering with Past Negatives Pool.

[BibT_eX]

[DOI]

Runxuan Miao

Proceedings of the IEEE International Conference on Acoustics, 2023

Model-Distributed Inference in Multi-Source Edge Networks.

[BibT_eX]

[DOI]

Pengzhen Li

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Optimal Placement of UAVs for Minimum Outage Probability.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2022

Class Based Thresholding in Early Exit Semantic Segmentation Networks.

[BibT_eX]

[DOI]

CoRR, 2022

Pruning Early Exit Networks.

[BibT_eX]

[DOI]

CoRR, 2022

Federated Momentum Contrastive Clustering.

[BibT_eX]

[DOI]

Runxuan Miao

CoRR, 2022

E<sup>2</sup>CM: Early Exit via Class Means for Efficient Supervised and Unsupervised Learning.

[BibT_eX]

[DOI]

Venkat R. Dasari

Proceedings of the International Joint Conference on Neural Networks, 2022

Multiplication-Avoiding Variant of Power Iteration with Applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

REDIT: Resilient Distributed Text-to-Speech at Edge Networks.

[BibT_eX]

[DOI]

Teng Li

Proceedings of the IEEE Global Communications Conference, 2022

Deep Neural Network with Walsh-Hadamard Transform Layer For Ember Detection during a Wildfire.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Robust Principal Component Analysis Using a Novel Kernel Related with the L1-Norm.

[BibT_eX]

[DOI]

CoRR, 2021

Class Means as an Early Exit Decision Mechanism.

[BibT_eX]

[DOI]

CoRR, 2021

Model-Distributed DNN Training for Memory-Constrained Edge Computing Devices.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Symposium on Local and Metropolitan Area Networks, 2021

Respipe: Resilient Model-Distributed DNN Training at Edge Networks.

[BibT_eX]

[DOI]

Pengzhen Li

Proceedings of the IEEE International Conference on Acoustics, 2021

Robust Principal Component Analysis Using a Novel Kernel Related with the $L_{1}$ -Norm.

[BibT_eX]

[DOI]

Proceedings of the 29th European Signal Processing Conference, 2021

2020

A Neural Network Based Fault Management Scheme for Reliable Image Processing.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2020

Quantizing Multiple Sources to a Common Cluster Center: An Asymptotic Analysis.

[BibT_eX]

[DOI]

CoRR, 2020

Optimal UAV Deployment for Rate Maximization in IoT Networks.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE Annual International Symposium on Personal, 2020

The Tradeoff Between Coverage and Computation in Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Communications, 2020

Robust and Computationally-Efficient Anomaly Detection Using Powers-Of-Two Networks.

[BibT_eX]

[DOI]

Usama Muneeb

Yasaman Keshtkarjahromi

Mehmet Fatih Erden

A. Enis Çetin

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

A Generalization of Principal Component Analysis.

[BibT_eX]

[DOI]

Samuele Battaglino

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Asynchronous Local Construction of Bounded-Degree Network Topologies Using Only Neighborhood Information.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2019

Outage-Optimized Deployment of UAVs.

[BibT_eX]

[DOI]

Proceedings of the 30th IEEE Annual International Symposium on Personal, 2019

2018

Interleaving Channel Estimation and Limited Feedback for Point-to-Point Systems With a Large Number of Transmit Antennas.

[BibT_eX]

[DOI]

Xun Zou

IEEE Trans. Wirel. Commun., 2018

Deployment and Trajectory Optimization of UAVs: A Quantization Theory Approach.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2018

Performance Gains of Optimal Antenna Deployment in Massive MIMO Systems.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2018

A Source Coding Perspective on Node Deployment in Two-Tier Networks.

[BibT_eX]

[DOI]

Jun Guo

IEEE Trans. Commun., 2018

Deployment and trajectory optimization for UAVs: A quantization theory approach.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

Power-Efficient Deployment of UAVs as Relays.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

2017

Outage-Optimized Multicast Beamforming With Distributed Limited Feedback.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2017

On the Minimum Average Distortion of Quantizers With Index-Dependent Distortion Measures.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Local Construction of Bounded-Degree Network Topologies Using Only Neighborhood Information.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017

Energy efficiency in two-tiered wireless sensor networks.

[BibT_eX]

[DOI]

Jun Guo

Proceedings of the IEEE International Conference on Communications, 2017

2016

Amplify-and-Forward Relay Networks With Variable-Length Limited Feedback.

[BibT_eX]

[DOI]

Xiaoyi Liu

IEEE Trans. Wirel. Commun., 2016

Delay-Limited and Ergodic Capacities of MIMO Channels With Limited Feedback.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2016

Flow Control and Scheduling for Shared FIFO Queues over Wireless Networks.

[BibT_eX]

[DOI]

Shanyu Zhou

CoRR, 2016

Blocking avoidance in wireless Networks.

[BibT_eX]

[DOI]

Shanyu Zhou

Proceedings of the 2016 Information Theory and Applications Workshop, 2016

Outage-optimized distributed quantizers for multicast beamforming.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

On the Minimum Distortion of Quantizers with Heterogeneous Reproduction Points.

[BibT_eX]

[DOI]

Proceedings of the 2016 Data Compression Conference, 2016

2015

Multicast Networks With Variable-Length Limited Feedback.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2015

Cooperative Quantization for Two-UserInterference Channels.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2015

Interleaving training and limited feedback for point-to-point massive multiple-antenna systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

Variable-Length Limited Feedback for Amplify-and-Forward Relay Networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Global Communications Conference, 2015

Connectivity of Random Wireless Networks with Distributed Resource Allocation.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014

Variable-Length Limited Feedback Beamforming in Multiple-Antenna Fading Channels.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2014

Delay-limited capacity of MIMO channels with limited feedback.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

A variable-length channel quantizer for multicast networks with two users.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2014

Distributed channel quantization for two-user interference networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2014

2013

Variable-length channel quantizers for maximum diversity and array gains.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Very Low-Rate Variable-Length Channel Quantization for Minimum Outage Probability.

[BibT_eX]

[DOI]

Proceedings of the 2013 Data Compression Conference, 2013

2012

Distributed Beamforming in Wireless Multiuser Relay-Interference Networks With Quantized Feedback.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2012

On the Structure of Limited-Feedback Beamforming Codebooks for Amplify-and-Forward Relay Networks.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2012

2011

The necessity of relay selection for beamforming in amplify-and-forward networks.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

2010

The Necessity of Relay Selection

[BibT_eX]

[DOI]

CoRR, 2010

A Systematic Distributed Quantizer Design Method with an Application to MIMO Broadcast Channels.

[BibT_eX]

[DOI]

Proceedings of the 2010 Data Compression Conference (DCC 2010), 2010

2009

Beamforming in Wireless Relay-Interference Networks with Quantized Feedback.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

2008

Distributed beamforming in wireless relay networks with quantized feedback.

[BibT_eX]

[DOI]

Yindi Jing