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Ivona Brandic

DynaSplit: A Hardware-Software Co-Design Framework for Energy-Aware Inference on Edge

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Oct 31, 2024
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ABBA-VSM: Time Series Classification using Symbolic Representation on the Edge

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Oct 14, 2024
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Exploring Channel Distinguishability in Local Neighborhoods of the Model Space in Quantum Neural Networks

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Oct 12, 2024
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FLIGAN: Enhancing Federated Learning with Incomplete Data using GAN

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Apr 02, 2024
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On Optimizing Hyperparameters for Quantum Neural Networks

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Mar 27, 2024
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Streaming IoT Data and the Quantum Edge: A Classic/Quantum Machine Learning Use Case

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Feb 23, 2024
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SymED: Adaptive and Online Symbolic Representation of Data on the Edge

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Sep 06, 2023
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Multi-agent Bayesian Deep Reinforcement Learning for Microgrid Energy Management under Communication Failures

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Nov 22, 2021
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Towards an Integrated Platform for Big Data Analysis

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Apr 27, 2020
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