Search Results for author: Ozgur Ercetin

Found 4 papers, 0 papers with code

An End-to-End Integrated Computation and Communication Architecture for Goal-oriented Networking: A Perspective on Live Surveillance Video

no code implementations5 Apr 2022 Suvadip Batabyal, Ozgur Ercetin

The identification is made at the source using a tiny neural network (having a small number of hidden layers), which incurs a small computational resource, albeit at the cost of accuracy.

Hierarchical Federated Learning Across Heterogeneous Cellular Networks

no code implementations5 Sep 2019 Mehdi Salehi Heydar Abad, Emre Ozfatura, Deniz Gunduz, Ozgur Ercetin

We study collaborative machine learning (ML) across wireless devices, each with its own local dataset.

Federated Learning

Motivating Workers in Federated Learning: A Stackelberg Game Perspective

no code implementations6 Aug 2019 Yunus Sarikaya, Ozgur Ercetin

Due to the large size of the training data, distributed learning approaches such as federated learning have gained attention recently.

Distributed, Parallel, and Cluster Computing

Finite Horizon Throughput Maximization and Sensing Optimization in Wireless Powered Devices over Fading Channels

no code implementations17 Mar 2018 Mehdi Salehi Heydar Abad, Ozgur Ercetin

For the offline case, by finding the optimal WPT duration and power allocations in the data transmission period, we derive an upper bound on the throughput of the WPD.

Bayesian Inference

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