Valentin Radu
Orcid: 0000-0003-3502-4355
According to our database1,
Valentin Radu
authored at least 37 papers
between 2012 and 2023.
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Bibliography
2023
Digital Revolution and Digitization Process to Promote AIS as a Vector of Financial Performance.
Syst., July, 2023
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Spatial Big Data and AI for Industrial Applications, 2023
Distributed Training for Speech Recognition using Local Knowledge Aggregation and Knowledge Distillation in Heterogeneous Systems.
Proceedings of the 3rd Workshop on Machine Learning and Systems, 2023
Proceedings of the 4th International Workshop on Distributed Machine Learning, 2023
2022
Closing the Gap between Client and Global Model Performance in Heterogeneous Federated Learning.
CoRR, 2022
Leveraging Transfer Learning for Robust Multimodal Positioning Systems using Smartphone Multi-sensor Data.
Proceedings of the 12th IEEE International Conference on Indoor Positioning and Indoor Navigation, 2022
Proceedings of the EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine Learning and Systems, Rennes, France, April 5, 2022
Mapping parallelism in a functional IR through constraint satisfaction: a case study on convolution for mobile GPUs.
Proceedings of the CC '22: 31st ACM SIGPLAN International Conference on Compiler Construction, Seoul, South Korea, April 2, 2022
2021
Sensor-Fusion for Smartphone Location Tracking Using Hybrid Multimodal Deep Neural Networks.
Sensors, 2021
MM-Loc: Cross-sensor Indoor Smartphone Location Tracking using Multimodal Deep Neural Networks.
Proceedings of the International Conference on Indoor Positioning and Indoor Navigation, 2021
Active Learning with Data Distribution Shift Detection for Updating Localization Systems.
Proceedings of the International Conference on Indoor Positioning and Indoor Navigation, 2021
Towards Federated Learning with Attention Transfer to Mitigate System and Data Heterogeneity of Clients.
Proceedings of the EdgeSys@EuroSys 2021: 4th International Workshop on Edge Systems, 2021
Fast Optimisation of Convolutional Neural Network Inference using System Performance Models.
Proceedings of the EuroMLSys@EuroSys 2021, 2021
An Immune Inspired Algorithm for Fault Tolerant Enhanced Multimodal Machine Learning.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
2020
MM-Fit: Multimodal Deep Learning for Automatic Exercise Logging across Sensing Devices.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020
Int. J. Comput. Commun. Control, 2020
Optimising the Performance of Convolutional Neural Networks across Computing Systems using Transfer Learning.
CoRR, 2020
Proceedings of the 32nd IEEE International Symposium on Computer Architecture and High Performance Computing, 2020
Proceedings of the GPGPU@PPoPP '20: 13th Annual Workshop on General Purpose Processing using Graphics Processing Unit colocated with 25th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2020
2019
Vision2Sensor: Knowledge Transfer Across Sensing Modalities for Human Activity Recognition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019
Calibrating Recurrent Neural Networks on Smartphone Inertial Sensors for Location Tracking.
Proceedings of the 2019 International Conference on Indoor Positioning and Indoor Navigation, 2019
Localization Systems Repository: A Platform for Open-source Localization Systems and Datasets.
Proceedings of the 2019 International Conference on Indoor Positioning and Indoor Navigation, 2019
CamLoc: Pedestrian Location Estimation through Body Pose Estimation on Smart Cameras.
Proceedings of the 2019 International Conference on Indoor Positioning and Indoor Navigation, 2019
Proceedings of the IEEE International Symposium on Workload Characterization, 2019
POSTER: Space and Time Optimal DNN Primitive Selection with Integer Linear Programming.
Proceedings of the 28th International Conference on Parallel Architectures and Compilation Techniques, 2019
2018
CamLoc: Pedestrian Location Detection from Pose Estimation on Resource-constrained Smart-cameras.
CoRR, 2018
Proceedings of the 2018 IEEE International Symposium on Workload Characterization, 2018
2017
Multimodal sensing for robust and energy-efficient context detection with smart mobile devices.
PhD thesis, 2017
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017
2016
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016
2015
Proceedings of the 5th Workshop on All Things Cellular: Operations, 2015
2014
A semi-supervised learning approach for robust indoor-outdoor detection with smartphones.
Proceedings of the 12th ACM Conference on Embedded Network Sensor Systems, 2014
Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014
2013
HiMLoc: Indoor smartphone localization via activity aware Pedestrian Dead Reckoning with selective crowdsourced WiFi fingerprinting.
Proceedings of the International Conference on Indoor Positioning and Indoor Navigation, 2013
Proceedings of the 9th International Conference on Network and Service Management, 2013
2012
Proceedings of the 10th International Conference on Mobile Systems, 2012