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Mapping the Multiverse of Latent Representations
International Conference on Machine LearningEchoing recent calls to counter reliability and robustness concerns in machine learning via multiverse analysis, we present PRESTO, a principled framework for mapping the multiverse of machine-learning models that rely on latent representations. Although
Jeremy Wayland +2 more
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Machines
Drones are a promising technology performing various functions, ranging from aerial photography to emergency response, requiring swift fault diagnosis methods to sustain operational continuity and minimise downtime.
Tarek Berghout, M. Benbouzid
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Drones are a promising technology performing various functions, ranging from aerial photography to emergency response, requiring swift fault diagnosis methods to sustain operational continuity and minimise downtime.
Tarek Berghout, M. Benbouzid
semanticscholar +1 more source
Multiversion views: Constructing views in a multiversion database
Data & Knowledge Engineering, 2000Summary: Commercial DBMS offer mechanisms for views and for versions. Research and development efforts in these directions are, however, characterized by concentration on either the one or the other mechanism, very seldom trying to take advantage of their complementary properties.
Claudia Bauzer Medeiros +2 more
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IEEE Access
In the digital era, cloud computing is vital for scalable and efficient infrastructure, but its growing energy consumption raises serious environmental concerns. Green cloud computing strategies, particularly efficient task-scheduling algorithms, are key
Shalini Tiwari, B. B. M.
semanticscholar +1 more source
In the digital era, cloud computing is vital for scalable and efficient infrastructure, but its growing energy consumption raises serious environmental concerns. Green cloud computing strategies, particularly efficient task-scheduling algorithms, are key
Shalini Tiwari, B. B. M.
semanticscholar +1 more source
Quantum-Inspired Robust Networking Model With Multiverse Co-Evolution for Scale-Free IoT
IEEE Transactions on Mobile ComputingThe robustness of scale-free Internet of Things (IoT) topology is seriously affected by malicious attacks. Improving the tolerance to node failures is critical to the stability of IoT systems.
Songwei Zhang +3 more
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Scientometrics
Following Funk and Owen-Smith (Manag Sci 63:791–817, 2017), Wu et al. (Nature 566:378–382, 2019) proposed the disruption index (DI1) as a bibliometric indicator that measures disruptive and consolidating research. When we summarized the literature on the
Christian Leibel, L. Bornmann
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Following Funk and Owen-Smith (Manag Sci 63:791–817, 2017), Wu et al. (Nature 566:378–382, 2019) proposed the disruption index (DI1) as a bibliometric indicator that measures disruptive and consolidating research. When we summarized the literature on the
Christian Leibel, L. Bornmann
semanticscholar +1 more source
Temporal Breakpoints for Multiverse Debugging
Software Language Engineering, 2023Multiverse debugging extends classical and omniscient debugging to allow the exhaustive exploration of non-deterministic and concurrent systems during debug sessions.
Matthias Pasquier +5 more
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Multiversion join index for multiversion data warehouse
Information and Software Technology, 2009The data warehouse (DW) technology is developed in order to support the integration of external data sources (EDSs) for the purpose of advanced data analysis by On-Line Analytical Processing (OLAP) applications. Since contents and structures of integrated EDSs may evolve in time, the content and schema of a DW must evolve too in order to correctly ...
Tadeusz Morzy +2 more
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MULTIVERSE: Exposing Large Language Model Alignment Problems in Diverse Worlds
arXiv.orgLarge Language Model (LLM) alignment aims to ensure that LLM outputs match with human values. Researchers have demonstrated the severity of alignment problems with a large spectrum of jailbreak techniques that can induce LLMs to produce malicious content
Xiaolong Jin, Zhuo Zhang, Xiangyu Zhang
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