Lilyana Mihalkova

Matthias Bröcheler, Lilyana Mihalkova, Lise Getoor: Probabilistic Similarity Logic. CoRR abs/1203.3469 (2012)

Lise Getoor, Lilyana Mihalkova: Learning statistical models from relational data. SIGMOD Conference 2011: 1195-1198

Lise Getoor, Lilyana Mihalkova: Exploiting statistical and relational information on the web and in social media. WSDM 2011: 9-10

Lilyana Mihalkova, Lise Getoor: Lifted Graphical Models: A Survey. CoRR abs/1107.4966 (2011)

Lilyana Mihalkova, Walaa Eldin Moustafa: Structure Selection from Streaming Relational Data. CoRR abs/1108.5717 (2011)

David W. Aha, Mark S. Boddy, Vadim Bulitko, Artur S. d'Avila Garcez, Prashant Doshi, Stefan Edelkamp, Christopher W. Geib, Piotr J. Gmytrasiewicz, Robert P. Goldman, Pascal Hitzler, Charles L. Isbell, Darsana P. Josyula, Leslie Pack Kaelbling, Kristian Kersting, Maithilee Kunda, Luís C. Lamb, Bhaskara Marthi, Keith McGreggor, Vivi Nastase, Gregory Provan, Anita Raja, Ashwin Ram, Mark O. Riedl, Stuart J. Russell, Ashish Sabharwal, Jan-Georg Smaus, Gita Sukthankar, Karl Tuyls, Ron van der Meyden, Alon Y. Halevy, Lilyana Mihalkova, Sriraam Natarajan: Reports of the AAAI 2010 Conference Workshops. AI Magazine 31(4): 95-108 (2010)

Mustafa Bilgic, Lilyana Mihalkova, Lise Getoor: Active Learning for Networked Data. ICML 2010: 79-86

Matthias Bröcheler, Lilyana Mihalkova, Lise Getoor: Probabilistic Similarity Logic. UAI 2010: 73-82

Lilyana Mihalkova, Raymond J. Mooney: Transfer Learning from Minimal Target Data by Mapping across Relational Domains. IJCAI 2009: 1163-1168

Lilyana Mihalkova, Matthew Richardson: Speeding Up Inference in Statistical Relational Learning by Clustering Similar Query Literals. ILP 2009: 110-122

Lilyana Mihalkova, Raymond J. Mooney: Learning to Disambiguate Search Queries from Short Sessions. ECML/PKDD (2) 2009: 111-127

Lilyana Mihalkova, Tuyen N. Huynh, Raymond J. Mooney: Mapping and Revising Markov Logic Networks for Transfer Learning. AAAI 2007: 608-614

Lilyana Mihalkova, Raymond J. Mooney: Bottom-up learning of Markov logic network structure. ICML 2007: 625-632

Lilyana Mihalkova, Raymond J. Mooney: Using Active Relocation to Aid Reinforcement Learning. FLAIRS Conference 2006: 580-585

Prem Melville, Nishit Shah, Lilyana Mihalkova, Raymond J. Mooney: Experiments on Ensembles with Missing and Noisy Data. Multiple Classifier Systems 2004: 293-302

Michael J. Jipping, Agata Bugaj, Lilyana Mihalkova, Donald E. Porter: Using Java to teach networking concepts with a programmable network sniffer. SIGCSE 2003: 120-124