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Valentin Radu

Closing the Gap between Client and Global Model Performance in Heterogeneous Federated Learning

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Nov 13, 2022
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Data Selection for Efficient Model Update in Federated Learning

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Nov 05, 2021
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Optimising the Performance of Convolutional Neural Networks across Computing Systems using Transfer Learning

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Oct 20, 2020
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TASO: Time and Space Optimization for Memory-Constrained DNN Inference

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May 21, 2020
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Performance Aware Convolutional Neural Network Channel Pruning for Embedded GPUs

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Feb 20, 2020
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CamLoc: Pedestrian Location Detection from Pose Estimation on Resource-constrained Smart-cameras

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Dec 28, 2018
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HAKD: Hardware Aware Knowledge Distillation

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Oct 24, 2018
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Characterising Across-Stack Optimisations for Deep Convolutional Neural Networks

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Sep 19, 2018
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