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GGMselect
- Referenced in 9 articles [sw10347]
- strong interest in the problem of graph estimation in high-dimensional Gaussian graphical models ... candidate graphs from the data, and then selects one graph among this family according ... This estimation procedure is shown to be consistent in a high-dimensional setting...
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IDP3
- Referenced in 10 articles [sw22941]
- from a small introductory example, applications are selected from problems that arose within machine learning ... areas have recently shown a strong interest in declarative modeling and constraint-solving as opposed ... classical problem of learning a minimal automaton consistent with a given set of strings...
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SpanBERT
- Referenced in 4 articles [sw32570]
- consistently outperforms BERT and our better-tuned baselines, with substantial gains on span selection tasks ... training data and model size as BERT-large, our single model obtains ... OntoNotes coreference resolution task (79.6% F1), strong performance on the TACRED relation extraction benchmark...
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tauPFC
- Referenced in 1 article [sw40644]
- 𝜏 -scale (𝜏 -estimators). Strong consistency of these estimators under weak assumptions of the underlying ... proven. The 𝜏 -estimators for the PFC model are computed using an iterative algorithm ... when outliers are absent. A proposal to select the dimension of the reduction space based...