Pablo Torrijos Arenas
PulseAugur coverage of Pablo Torrijos Arenas — every cluster mentioning Pablo Torrijos Arenas across labs, papers, and developer communities, ranked by signal.
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Genetic algorithms fuse Bayesian networks with limited treewidth
Researchers have developed a novel method for combining multiple Bayesian networks into a single, more manageable one. This approach uses genetic algorithms to ensure the resulting network maintains key structural infor…
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New genetic algorithms improve Bayesian network fusion for better scalability
Researchers have developed a new method for fusing multiple Bayesian networks into a single, more computationally tractable structure. This approach uses genetic algorithms to prioritize shared structures while enforcin…
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New FedRCD algorithms enable privacy-preserving federated causal discovery
Researchers have developed a new family of algorithms called FedRCD for federated causal discovery in linear non-Gaussian acyclic models (LiNGAM). This approach addresses privacy concerns, particularly those related to …