Skip to contents Simeone, Osvaldo [Author] Machine learning for engineers Books View online Schließen > Access ... to E-book via DOI Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Cambridge; New York, NY: Cambridge University Press, 2023 Awan, Daniyal Amir [Author] ; Stanczak, Slawomir [Degree supervisor]; Stanczak, Slawomir [Other]; Poor, Vincent [Other]; Simeone, Osvaldo [Other]; Cavalcante, Renato [Other] Robust learning in wireless networks : efficacy of models and prior knowledge in learning from small sample sets Books View online Schließen > Access ... to E-book via DOI (freely accessible) ... to E-book via Resolving system (freely accessible) Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Berlin: Technische Universität Berlin, 2021 Simeone, Osvaldo Introducing Information Measures via Inference [Lecture Notes] Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2018 Published in: IEEE Signal Processing Magazine, 35 (2018) 1, Seite 167-171 Simeone, Osvaldo A Very Brief Introduction to Machine Learning With Applications to Communication Systems Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2018 Published in: IEEE Transactions on Cognitive Communications and Networking, 4 (2018) 4, Seite 648-664 Nikoloska, Ivana; Simeone, Osvaldo Modular Meta-Learning for Power Control via Random Edge Graph Neural Networks Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2023 Published in: IEEE Transactions on Wireless Communications, 22 (2023) 1, Seite 457-470 Park, Sangwoo; Simeone, Osvaldo Quantum Conformal Prediction for Reliable Uncertainty Quantification in Quantum Machine Learning Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2024 Published in: IEEE Transactions on Quantum Engineering, 5 (2024), Seite 1-24 Liu, Dongzhu; Simeone, Osvaldo Wireless Federated Langevin Monte Carlo: Repurposing Channel Noise for Bayesian Sampling and Privacy Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2023 Published in: IEEE Transactions on Wireless Communications, 22 (2023) 5, Seite 2946-2961 Liu, Dongzhu; Simeone, Osvaldo Channel-Driven Monte Carlo Sampling for Bayesian Distributed Learning in Wireless Data Centers Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2022 Published in: IEEE Journal on Selected Areas in Communications, 40 (2022) 2, Seite 562-577 Kassab, Rahif; Simeone, Osvaldo Federated Generalized Bayesian Learning via Distributed Stein Variational Gradient Descent Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2022 Published in: IEEE Transactions on Signal Processing, 70 (2022), Seite 2180-2192 Liu, Yusha; Simeone, Osvaldo Learning How to Transfer From Uplink to Downlink via Hyper-Recurrent Neural Network for FDD Massive MIMO Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2022 Published in: IEEE Transactions on Wireless Communications, 21 (2022) 10, Seite 7975-7989 Jang, Hyeryung; Simeone, Osvaldo Multisample Online Learning for Probabilistic Spiking Neural Networks Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2022 Published in: IEEE Transactions on Neural Networks and Learning Systems, 33 (2022) 5, Seite 2034-2044 Park, Sangwoo; Simeone, Osvaldo Speeding up Training of Linear Predictors for Multi-Antenna Frequency-Selective Channels via Meta-Learning Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. MDPI AG, 2022 Published in: Entropy, 24 (2022) 10, Seite 1363 Nikoloska, Ivana; Simeone, Osvaldo Training Hybrid Classical-Quantum Classifiers via Stochastic Variational Optimization Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2022 Published in: IEEE Signal Processing Letters, 29 (2022), Seite 977-981 Zhang, Jingjing; Simeone, Osvaldo LAGC: Lazily Aggregated Gradient Coding for Straggler-Tolerant and Communication-Efficient Distributed Learning Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2021 Published in: IEEE Transactions on Neural Networks and Learning Systems, 32 (2021) 3, Seite 962-974 Liu, Dongzhu; Simeone, Osvaldo Privacy for Free: Wireless Federated Learning via Uncoded Transmission With Adaptive Power Control Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2021 Published in: IEEE Journal on Selected Areas in Communications, 39 (2021) 1, Seite 170-185 Zhang, Jingjing; Simeone, Osvaldo Fundamental Limits of Cloud and Cache-Aided Interference Management With Multi-Antenna Edge Nodes Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2019 Published in: IEEE Transactions on Information Theory, 65 (2019) 8, Seite 5197-5214 Zhang, Jingjing; Simeone, Osvaldo On Model Coding for Distributed Inference and Transmission in Mobile Edge Computing Systems Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2019 Published in: IEEE Communications Letters, 23 (2019) 6, Seite 1065-1068 Skatchkovsky, Nicolas; Simeone, Osvaldo Optimizing Pipelined Computation and Communication for Latency-Constrained Edge Learning Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2019 Published in: IEEE Communications Letters, 23 (2019) 9, Seite 1542-1546 Goseling, Jasper; Simeone, Osvaldo Soft-TTL: Time-Varying Fractional Caching Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2019 Published in: IEEE Networking Letters, 1 (2019) 1, Seite 18-21 Khalili, Shahrouz; Simeone, Osvaldo Uplink HARQ for Cloud RAN via Separation of Control and Data Planes Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2017 Published in: IEEE Transactions on Vehicular Technology, 66 (2017) 5, Seite 4005-4016
Simeone, Osvaldo [Author] Machine learning for engineers Books View online Schließen > Access ... to E-book via DOI Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Cambridge; New York, NY: Cambridge University Press, 2023
Awan, Daniyal Amir [Author] ; Stanczak, Slawomir [Degree supervisor]; Stanczak, Slawomir [Other]; Poor, Vincent [Other]; Simeone, Osvaldo [Other]; Cavalcante, Renato [Other] Robust learning in wireless networks : efficacy of models and prior knowledge in learning from small sample sets Books View online Schließen > Access ... to E-book via DOI (freely accessible) ... to E-book via Resolving system (freely accessible) Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Berlin: Technische Universität Berlin, 2021
> Access ... to E-book via DOI (freely accessible) ... to E-book via Resolving system (freely accessible)
Simeone, Osvaldo Introducing Information Measures via Inference [Lecture Notes] Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2018 Published in: IEEE Signal Processing Magazine, 35 (2018) 1, Seite 167-171
Simeone, Osvaldo A Very Brief Introduction to Machine Learning With Applications to Communication Systems Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2018 Published in: IEEE Transactions on Cognitive Communications and Networking, 4 (2018) 4, Seite 648-664
Nikoloska, Ivana; Simeone, Osvaldo Modular Meta-Learning for Power Control via Random Edge Graph Neural Networks Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2023 Published in: IEEE Transactions on Wireless Communications, 22 (2023) 1, Seite 457-470
Park, Sangwoo; Simeone, Osvaldo Quantum Conformal Prediction for Reliable Uncertainty Quantification in Quantum Machine Learning Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2024 Published in: IEEE Transactions on Quantum Engineering, 5 (2024), Seite 1-24
Liu, Dongzhu; Simeone, Osvaldo Wireless Federated Langevin Monte Carlo: Repurposing Channel Noise for Bayesian Sampling and Privacy Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2023 Published in: IEEE Transactions on Wireless Communications, 22 (2023) 5, Seite 2946-2961
Liu, Dongzhu; Simeone, Osvaldo Channel-Driven Monte Carlo Sampling for Bayesian Distributed Learning in Wireless Data Centers Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2022 Published in: IEEE Journal on Selected Areas in Communications, 40 (2022) 2, Seite 562-577
Kassab, Rahif; Simeone, Osvaldo Federated Generalized Bayesian Learning via Distributed Stein Variational Gradient Descent Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2022 Published in: IEEE Transactions on Signal Processing, 70 (2022), Seite 2180-2192
Liu, Yusha; Simeone, Osvaldo Learning How to Transfer From Uplink to Downlink via Hyper-Recurrent Neural Network for FDD Massive MIMO Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2022 Published in: IEEE Transactions on Wireless Communications, 21 (2022) 10, Seite 7975-7989
Jang, Hyeryung; Simeone, Osvaldo Multisample Online Learning for Probabilistic Spiking Neural Networks Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2022 Published in: IEEE Transactions on Neural Networks and Learning Systems, 33 (2022) 5, Seite 2034-2044
Park, Sangwoo; Simeone, Osvaldo Speeding up Training of Linear Predictors for Multi-Antenna Frequency-Selective Channels via Meta-Learning Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. MDPI AG, 2022 Published in: Entropy, 24 (2022) 10, Seite 1363
Nikoloska, Ivana; Simeone, Osvaldo Training Hybrid Classical-Quantum Classifiers via Stochastic Variational Optimization Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2022 Published in: IEEE Signal Processing Letters, 29 (2022), Seite 977-981
Zhang, Jingjing; Simeone, Osvaldo LAGC: Lazily Aggregated Gradient Coding for Straggler-Tolerant and Communication-Efficient Distributed Learning Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2021 Published in: IEEE Transactions on Neural Networks and Learning Systems, 32 (2021) 3, Seite 962-974
Liu, Dongzhu; Simeone, Osvaldo Privacy for Free: Wireless Federated Learning via Uncoded Transmission With Adaptive Power Control Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2021 Published in: IEEE Journal on Selected Areas in Communications, 39 (2021) 1, Seite 170-185
Zhang, Jingjing; Simeone, Osvaldo Fundamental Limits of Cloud and Cache-Aided Interference Management With Multi-Antenna Edge Nodes Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2019 Published in: IEEE Transactions on Information Theory, 65 (2019) 8, Seite 5197-5214
Zhang, Jingjing; Simeone, Osvaldo On Model Coding for Distributed Inference and Transmission in Mobile Edge Computing Systems Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2019 Published in: IEEE Communications Letters, 23 (2019) 6, Seite 1065-1068
Skatchkovsky, Nicolas; Simeone, Osvaldo Optimizing Pipelined Computation and Communication for Latency-Constrained Edge Learning Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2019 Published in: IEEE Communications Letters, 23 (2019) 9, Seite 1542-1546
Goseling, Jasper; Simeone, Osvaldo Soft-TTL: Time-Varying Fractional Caching Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2019 Published in: IEEE Networking Letters, 1 (2019) 1, Seite 18-21
Khalili, Shahrouz; Simeone, Osvaldo Uplink HARQ for Cloud RAN via Separation of Control and Data Planes Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2017 Published in: IEEE Transactions on Vehicular Technology, 66 (2017) 5, Seite 4005-4016
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