[14] | IDGI: A Framework to Eliminate Explanation Noise from Integrated Gradients (Yang, Ruo, Wang, Binghui and Bilgic, Mustafa), In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023. |
[13] | Context-aware Feature Selection and Classification (Wang, Juanyan and and Bilgic, Mustafa), In Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), 2023. |
[12] | Ranking-Constrained Learning with Rationales for Text Classification (Wang, Juanyan, Sharma, Manali and Bilgic, Mustafa), In Findings of the Association for Computational Linguistics: ACL 2022, Association for Computational Linguistics, 2022. |
[11] | Learning with rationales for document classification (Sharma, Manali and Bilgic, Mustafa), In Machine Learning, 2018. |
[10] | Evidence-based uncertainty sampling for active learning (Sharma, Manali and Bilgic, Mustafa), In Data Mining and Knowledge Discovery, volume 31, 2017. |
[9] | Active learning: an empirical study of common baselines (Ramirez-Loaiza, Maria E., Sharma, Manali, Kumar, Geet and Bilgic, Mustafa), In Data Mining and Knowledge Discovery, volume 31, 2017. |
[8] | Active inference for dynamic Bayesian networks with an application to tissue engineering (Komurlu, Caner, Shao, Jinjian, Akar, Banu, Bayrak, Elif S., Brey, Eric M., Cinar, Ali and Bilgic, Mustafa), In Knowledge and Information Systems, volume 50, 2017. |
[7] | Towards Learning with Feature-Based Explanations for Document Classification (Sharma, Manali and Bilgic, Mustafa), In IJCAI Workshop on BeyondLabeler - Human is More than a Labeler, 2016. |
[6] | Active Inference and Dynamic Gaussian Bayesian Networks for Battery Optimization in Wireless Sensor Networks (Komurlu, Caner and Bilgic, Mustafa), In Proceedings of AAAI Workshop on Artificial Intelligence for Smart Grids and Smart Buildings, 2016. |
[5] | Active Learning with Rationales for Text Classification (Sharma, Manali, Zhuang, Di and Bilgic, Mustafa), In North American Chapter of the Association for Computational Linguistics – Human Language Technologies, 2015. |
[4] | Anytime Active Learning (Ramirez-Loaiza, Maria E., Culotta, Aron and Bilgic, Mustafa), In AAAI Conference on Artificial Intelligence, 2014. |
[3] | Most-Surely vs. Least-Surely Uncertain (Sharma, Manali and Bilgic, Mustafa), In Proceedings of International Conference on Data Mining (ICDM), 2013. |
[2] | Towards Anytime Active Learning: Interrupting Experts to Reduce Annotation Costs (Ramirez-Loaiza, Maria E., Culotta, Aron and Bilgic, Mustafa), In ACM SIGKDD Workshop on Interactive Data Exploration and Analytics (IDEA'13), 2013. |
[1] | Interactive Entity Resolution in Relational Data: A Visual Analytic Tool and Its Evaluation (Kang, Hyunmo, Getoor, Lise, Shneiderman, Ben and Bilgic, Mustafa and Licamele, Louis), In IEEE Transactions on Visualization and Computer Graphics, volume 14, 2008. |