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09/07/2023
Convergence Analysis of Decentralized ASGD
Over the last decades, Stochastic Gradient Descent (SGD) has been intens...
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05/19/2023
OPTWIN: Drift identification with optimal sub-windows
Online Learning (OL) is a field of research that is increasingly gaining...
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12/19/2022
Enriching Relation Extraction with OpenIE
Relation extraction (RE) is a sub-discipline of information extraction (...
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12/12/2022
BigText-QA: Question Answering over a Large-Scale Hybrid Knowledge Graph
Answering complex questions over textual resources remains a challenging...
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11/18/2022
TensAIR: Online Learning from Data Streams via Asynchronous Iterative Routing
Online learning (OL) from data streams is an emerging area of research t...
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01/01/2020
AIR – A Light-Weight Yet High-Performance Dataflow Engine based on Asynchronous Iterative Routing
Distributed Stream Processing Systems (DSPSs) are among the currently mo...
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10/01/2019
Lineage-Aware Temporal Windows: Supporting Set Operations in Temporal-Probabilistic Databases
In temporal-probabilistic (TP) databases, the combination of the tempora...
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02/12/2019
Generalized Lineage-Aware Temporal Windows: Supporting Outer and Anti Joins in Temporal-Probabilistic Databases
The result of a temporal-probabilistic (TP) join with negation includes,...
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06/26/2018