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Found 6 papers, 2 papers with code
Variational Leakage: The Role of Information Complexity in Privacy Leakage
We study the role of information complexity in privacy leakage about an attribute of an adversary's interest, which is not known a priori to the system designer.
An efficient projection neural network for $\ell_1$-regularized logistic regression
$\ell_1$ regularization has been used for logistic regression to circumvent the overfitting and use the estimated sparse coefficient for feature selection.
SANOM Results for OAEI 2019
Simulated annealing-based ontology matching (SANOM) participates for the second time at the ontology alignment evaluation initiative (OAEI) 2019.
Comparison of ontology alignment systems across single matching task via the McNemar's test
Ontology alignment is widely-used to find the correspondences between different ontologies in diverse fields. After discovering the alignments, several performance scores are available to evaluate them. The scores typically require the identified alignment and a reference containing the underlying actual correspondences of the given ontologies. The current trend in the alignment evaluation is to put forward a new score(e. g., precision, weighted precision, etc.
Training LDCRF model on unsegmented sequences using Connectionist Temporal Classification
Experimental results on two gesture recognition tasks show that the proposed method outperforms LDCRFs, hidden Markov models, and conditional random fields.
A two-stage learning method for protein-protein interaction prediction
In the proposed method, the denoising auto encoders are employed for learning robust features.
