Bilgic, Mustafa

12 publications

IJCAI 2023 Context-Aware Feature Selection and Classification Juanyan Wang, Mustafa Bilgic

CVPR 2023 IDGI: A Framework to Eliminate Explanation Noise from Integrated Gradients Ruo Yang, Binghui Wang, Mustafa Bilgic

TMLR 2023 The Analysis of the Expected Change in the Classification Probability of the Predicted Label Ruo Yang, Ping Liu, Mustafa Bilgic

AAAI 2021 Relational Classification of Biological Cells in Microscopy Images Ping Liu, Mustafa Bilgic

MLJ 2018 Learning with Rationales for Document Classification Manali Sharma, Mustafa Bilgic

ECML-PKDD 2016 Active Learning with Rationales for Identifying Operationally Significant Anomalies in Aviation Manali Sharma, Kamalika Das, Mustafa Bilgic, Bryan L. Matthews, David Nielsen, Nikunj C. Oza

AAAI 2014 Anytime Active Learning Maria Eugenia Ramirez-Loaiza, Aron Culotta, Mustafa Bilgic

UAI 2014 Dynamic Bayesian Network Modeling of Vascularization in Engineered Tissues Caner Komurlu, Jinjian Shao, Mustafa Bilgic

JAIR 2011 Value of Information Lattice: Exploiting Probabilistic Independence for Effective Feature Subset Acquisition Mustafa Bilgic, Lise Getoor

AAAI 2010 Active Inference for Collective Classification Mustafa Bilgic, Lise Getoor

ICML 2010 Active Learning for Networked Data Mustafa Bilgic, Lilyana Mihalkova, Lise Getoor

AAAI 2007 VOILA: Efficient Feature-Value Acquisition for Classification Mustafa Bilgic, Lise Getoor