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Bridging Diversity and Uncertainty in Active learning with Self-Supervised Pre-Training
(2024)This study addresses the integration of diversity-based and uncertainty-based sampling strategies in active learning, particularly within the context of self-supervised pre-trained models. We introduce a straightforward heuristic called TCM that mitigates the cold start problem while maintaining strong performance across various data levels. By initially applying TypiClust for diversity sampling and subsequently transitioning to uncertainty ...Other Conference Item -
SUPClust: Active Learning at the Boundaries
(2024)Active learning is a machine learning paradigm designed to optimize model performance in a setting where labeled data is expensive to acquire. In this work, we propose a novel active learning method called SUPClust that seeks to identify points at the decision boundary between classes. By targeting these points, SUPClust aims to gather information that is most informative for refining the model's prediction of complex decision regions. ...Other Conference Item -
General Versus Vocational Education in Recruitment: Which Factors Shape Employers’ Preferences Regarding Education?
(2024)Other Conference Item -
Publication of open research data with sync&share storage
(2024)CS3 2024 - Cloud Storage Synchronization and Sharing. Book of AbstractsThe publication of open research data (ORD) is becoming an integral part of publicly funded research. Scientific publishers, funders and research institutions often require researchers to publish the data and code that is relevant for their articles. This data needs to be citable and published in a repository that follows the FAIR principles. For scientific domains that generate large datasets institutional repositories reach their ...Other Conference Item -
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The PoW Landscape in the Aftermath of The Merge
(2024)On 15th September 2022, The Merge marked the Ethereum network's transition from computation-hardness-based consensus (proof-of-work) to a committee-based consensus mechanism (proof-of-stake). As a result, all the specialized hardware and GPUs that were being used by miners ceased to be profitable in the main Ethereum network. Miners were then left with the decision of how to re-purpose their hardware. One such choice was to try and make ...Other Conference Item -
Identification of Working Fluids for Indirect Electrochemical Cooling
(2024)20th Symposium on Modeling and Experimental Validation of Electrochemical Energy Technologies. ModVal 2024. Book of AbstractsOther Conference Item -
Demo: Practical, Real-Time MIMO Apps with Programmable RAN Controller
(2024)HOTMOBILE '24: Proceedings of the 25th International Workshop on Mobile Computing Systems and ApplicationsOpen Radio Access Network (O-RAN) brings a revolutionary approach to cellular RANs through its flexible and interoperable RAN architecture. It involves the separation of hardware and software components, allowing RAN vendors to subscribe to applications developed by independent software developers. Similar to how Android and iOS transformed mobile app development by providing easy access to phone hardware sensors, the RAN Controller in ...Other Conference Item -
Software for examples of "Minimally-Invasive Robustly Safe Control using Density Functions"
(2024)Two methods to perform certifiable robustly safe control of dynamical systems are barrier and density functions. Minimally-invasive control for barrier functions proceeds by picking an input with minimal norm away from a reference control law subject to respecting the barrier safety constraint. This minimally-invasive law for each state can be derived by solving a quadratic program in an online manner. However, the synthesis problem of ...Other Conference Item -
Long-term ambulatory monitoring and identification of digital biomarkers in narcolepsy
(2024)Sleep MedicineOther Conference Item