Discriminatively Trained Markov Model for Sequence Classification. - Oksana Yakhnenko; Adrian Silvescu; Vasant G. Honavar (ICDM, 2005)

Mining the Web for Relations between Digital Devices using a Probabilistic Maximum Margin Model. - Oksana Yakhnenko; Barbara Rosario (IJCNLP, 2008)

KDD cup 2008 and the workshop on mining medical data. - R. Bharat Rao; Oksana Yakhnenko; Balaji Krishnapuram (SIGKDD Explor., 2008)

Multiple label prediction for image annotation with multiple Kernel correlation models. - Oksana Yakhnenko; Vasant G. Honavar (CVPR Workshops, 2009)

Multi-Modal Hierarchical Dirichlet Process Model for Predicting Image Annotation and Image-Object Label Correspondence. - Oksana Yakhnenko; Vasant G. Honavar (SDM, 2009)

Multi-Instance Multi-Label Learning for Image Classification with Large Vocabularies. - Oksana Yakhnenko; Vasant G. Honavar (BMVC, 2011)

Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction. - Jason Weston; Antoine Bordes; Oksana Yakhnenko; Nicolas Usunier (EMNLP, 2013)

Translating Embeddings for Modeling Multi-relational Data. - Antoine Bordes; Nicolas Usunier; Alberto García-Durán; Jason Weston; Oksana Yakhnenko (NIPS, 2013)

Irreflexive and Hierarchical Relations as Translations - Antoine Bordes; Nicolas Usunier; Alberto García-Durán; Jason Weston; Oksana Yakhnenko (CoRR, 2013)

Constructing High Precision Knowledge Bases with Subjective and Factual Attributes. - Ari Kobren; Pablo Barrio 002; Oksana Yakhnenko; Johann Hibschman; Ian Langmore (KDD, 2019)