Malcolm Egan
Publications
Publications
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Streaming Federated Learning with Markovian DataNeurIPS 2025 - Thirty-Ninth Annual Conference on Neural Information Processing Systems, Dec 2025, San Diego, United States |
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Risk-Aware Estimation From Compressed Data Beyond the Bayes RiskIEEE International Symposium on Information Theory - ISIT 2025, Jun 2025, Ann Arbor, United States |
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Grow, prune or select data: which technique allows the most energy-efficient neural network training?2023 IEEE 35th International Conference on Tools with Artificial Intelligence (ICTAI), Nov 2023, Atlanta (GA), United States. ⟨10.1109/ICTAI59109.2023.00051⟩ |
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Mitigating User Identification Errors in Resource Optimization for Grant-Free Random AccessIEEE VTC2023-Sping - 97th Vehicular Technology Conference, Jun 2023, Florencia, Italy. ⟨10.1109/VTC2023-Spring57618.2023.10200062⟩ |
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Active User Detection and Channel Estimation for Grant-Free Random Access with Gaussian Correlated ActivityIEEE 97th VTC Spring 2023, Jun 2023, Florence, Italy |
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Stochastic Chemical Reaction Networks for MAP Detection in Cellular ReceiversNANOCOM '23: The 10th Annual ACM International Conference on Nanoscale Computing and Communication, Sep 2023, Coventry, United Kingdom. pp.65-71, ⟨10.1145/3576781.3608709⟩ |
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Optimization of Sensor Configurations for Fault Identification in Smart BuildingsICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2023, Rhodes Island, United States. pp.1-5, ⟨10.1109/ICASSP49357.2023.10097223⟩ |
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Contrôle de fiabilité dans les réseaux IoT avec un mélange d'exponentielles comme modèle d'interférenceXXIXème Colloque Francophone de Traitement du Signal et des Images (GRETSI 2023), Aug 2023, Grenoble, France |
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Stochastic Resource Allocation for Outage Minimization in Random Access with Correlated ActivationIEEE Wireless Communications and Networking Conference (WCNC), Apr 2022, Austin, United States. pp.1-6, ⟨10.1109/WCNC51071.2022.9771709⟩ |
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Unsupervised Log-Likelihood Ratio Estimation for Short Packets in Impulsive NoiseIEEE Wireless Communications and Networking Conference (WCNC), Apr 2022, Austin, United States. pp.1-6, ⟨10.1109/WCNC51071.2022.9771897⟩ |
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Joint Channel Coding of Consecutive Messages with Heterogeneous Decoding Deadlines in the Finite Blocklength RegimeWCNC 2022 - IEEE Wireless Communications and Networking Conference, Apr 2022, Austin, United States. pp.1-6 |
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Dependence Testing via Extremes for Regularly Varying ModelsISIT 2021 - IEEE International Symposium on Information Theory, Jul 2021, Melbourne, Australia. pp.1-6, ⟨10.1109/ISIT45174.2021.9518201⟩ |
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Linear combining in dependent α-stable interferenceICC 2020 - IEEE International Conference on Communications, Jun 2020, Dublin, Ireland. pp.1-6, ⟨10.1109/ICC40277.2020.9148724⟩ |
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Asynchronous Optimization Methods for Efficient Training of Deep Neural Networks with GuaranteesAAAI 2021 - 35th Conference on Artificial Intelligence, Feb 2021, Virtual, United States. pp.1-8 |
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A Molecular Communication Scheme to Estimate the State of Biochemical Processes on a Lab-on-a-ChipNanoCoCoA 2020 - 1st ACM International Workshop on Nanoscale Computing, Communication, and Applications, Nov 2020, Virtual Event, France. pp.1-6, ⟨10.1145/3416006.3431272⟩ |
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Multi-Level Equilibrium Signaling for Molecular CommunicationNANOCOM 2020 - 7th ACM International Conference on Nanoscale Computing and Communication, Sep 2020, Virtual Event, United States. pp.1-6, ⟨10.1145/3411295.3411318⟩ |
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Multivariate $alpha$-Stable Models in OFDM-Based IoT Networks with Interference From a Poisson Spatial Field of InterferersDCCN 2020 - 23rd International Conference on Distributed Computer and Communication Networks: Control, Computation, Communications, Sep 2020, Virtual Event, Russia. pp.1-9 |
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On the Limits of Molecular Communication with Coexisting Biological Systems Towards the Internet of Bio-Nano ThingsBalkanCom 2019 - Third International Balkan Conference on Communications and Networking, Jun 2019, Skopje, Macedonia. pp.1-5 |
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On Capacity Sensitivity in Additive Vector Symmetric α-Stable Noise ChannelsWCNC 2019 - IEEE Wireless Communications and Networking Conference, Apr 2019, Marrakech, Morocco. pp.1-6 |
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Power control in parallel symmetric α-stable noise channelsSPAWC 2019 - 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, Jul 2019, Cannes, France. p.1 à 5, ⟨10.1109/SPAWC.2019.8815443⟩ |
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On the Validity of Isotropic Complex α-Stable Interference Models for Interference in the IoTGRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France. pp.1-4 |
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Copula-Based Interference Models for IoT Wireless NetworksICC 2019 - 53rd IEEE International Conference on Communications, May 2019, Shanghai, China. pp.1-6, ⟨10.1109/ICC.2019.8761783⟩ |
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Estimation and Optimization for Molecular Communications with a Coexistence ConstraintNanoCom 2019 - Sixth Annual ACM International Conference on Nanoscale Computing and Communication, Sep 2019, Dublin, Ireland. pp.1-6, ⟨10.1145/3345312.3345472⟩ |
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On the Input-Output Relationship for Molecular Communications in General First-Order Chemical Reaction-Diffusion SystemsNanoCom 2019 - Sixth Annual ACM International Conference on Nanoscale Computing and Communication, Sep 2019, Dublin, Ireland. pp.1-6, ⟨10.1145/3345312.3345477⟩ |
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Cognitive Molecular Communication2018 -3rd Workshop on Molecular Communications, Apr 2018, Ghent, Belgium. pp.1-2 |
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Optimal Inputs for Some Classes of Degraded Wiretap Channels2018 IEEE Information Theory Workshop (ITW), Nov 2018, Guangzhou, China |
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Coordination via Advection Dynamics in Nanonetworks with Molecular CommunicationIEEE International Conference on Communications (ICC 2018), May 2018, Kansas City, United States. pp.1-6, ⟨10.1109/ICC.2018.8422573⟩ |
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On Regular Schemes and Tight FramesSETA 2018 - Sequences and Their Applications, Oct 2018, Hong Kong, Hong Kong SAR China. pp.1-12 |
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Capacity Approximation of Continuous Channels by Discrete InputsCISS 2018 - 52nd Annual Conference on Information Sciences and Systems, Mar 2018, Princeton, United States. pp.1-6, ⟨10.1109/CISS.2018.8362269⟩ |
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Capacity Sensitivity in Additive Non-Gaussian Noise ChannelsIEEE International Symposium on Information Theory (ISIT), Jun 2017, Aachen, Germany |
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Wireless Communication in Dynamic InterferenceIEEE Global Communications Conference (GLOBECOM), Dec 2017, Singapore, Singapore |
Achievable rates for additive isotropic α-stable noise channelsIEEE International Symposium on Information Theory (ISIT), 2016, Barcelona, Spain. pp.1874-1878, ⟨10.1109/ISIT.2016.7541624⟩ |
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Bias Mitigation for Federated Learning with Spatially Correlated Participation2025 |
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Fixed-Length Lossy Compression with Distortion Risk Measure Constraints2024 |
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Package Exchange Mechanisms with Quality Constraints for Data Markets2024 |
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Equilibrium Signaling in Spatially Inhomogeneous Diffusion and External Forces2020 |
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Equilibrium Signaling: Molecular Communication Robust to Geometry Uncertainties2020 |
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Experimental Evidence for Heavy Tailed Interference in the IoT2020 |
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Impulsive Multivariate Interference Models for IoT Networks2020 |
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Dirty Paper Coding for Consecutive Messages with Heterogeneous Decoding Deadlines in the Finite Blocklength Regime[Research Report] RR-9462, Inria - Research Centre Grenoble – Rhône-Alpes. 2022, pp.1-21 |
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Joint Channel Coding of Consecutive Messages with Heterogeneous Decoding Deadlines in the Finite Blocklength Regime[Research Report] RR-9434, Inria - Research Centre Grenoble – Rhône-Alpes. 2021 |
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An efficient algorithm to estimate Covid-19 infectiousness risk from BLE-RSSI measurements[Research Report] RR-9345, Inria Grenoble Rhône-Alpes. 2020 |
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Capacity Sensitivity in Continuous Channels[Research Report] RR-9012, INRIA Grenoble - Rhône-Alpes; Czech Technical University in Prague. 2017 |