Publications in pubs.bib - Author: And Bilgic, Mustafa
2023
[14] IDGI: A Framework to Eliminate Explanation Noise from Integrated Gradients (, and ), In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), . [bibtex] [pdf]
[13] Context-aware Feature Selection and Classification ( and ), In Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), . [bibtex] [pdf]
2022
[12] Ranking-Constrained Learning with Rationales for Text Classification (, and ), In Findings of the Association for Computational Linguistics: ACL 2022, Association for Computational Linguistics, . [bibtex] [url] [doi]
2018
[11] Learning with rationales for document classification ( and ), In Machine Learning, . [bibtex] [pdf] [doi]
2017
[10] Evidence-based uncertainty sampling for active learning ( and ), In Data Mining and Knowledge Discovery, volume 31, . [bibtex] [pdf] [doi]
[9] Active learning: an empirical study of common baselines (, , and ), In Data Mining and Knowledge Discovery, volume 31, . [bibtex] [pdf] [doi]
[8] Active inference for dynamic Bayesian networks with an application to tissue engineering (, , , , , and ), In Knowledge and Information Systems, volume 50, . [bibtex] [pdf] [doi]
2016
[7] Towards Learning with Feature-Based Explanations for Document Classification ( and ), In IJCAI Workshop on BeyondLabeler - Human is More than a Labeler, . [bibtex] [pdf]
[6] Active Inference and Dynamic Gaussian Bayesian Networks for Battery Optimization in Wireless Sensor Networks ( and ), In Proceedings of AAAI Workshop on Artificial Intelligence for Smart Grids and Smart Buildings, . [bibtex] [pdf]
2015
[5] Active Learning with Rationales for Text Classification (, and ), In North American Chapter of the Association for Computational Linguistics – Human Language Technologies, . [bibtex] [pdf]
2014
[4] Anytime Active Learning (, and ), In AAAI Conference on Artificial Intelligence, . [bibtex] [pdf]
2013
[3] Most-Surely vs. Least-Surely Uncertain ( and ), In Proceedings of International Conference on Data Mining (ICDM), . [bibtex] [pdf]
[2] Towards Anytime Active Learning: Interrupting Experts to Reduce Annotation Costs (, and ), In ACM SIGKDD Workshop on Interactive Data Exploration and Analytics (IDEA'13), . [bibtex] [pdf]
2008
[1] Interactive Entity Resolution in Relational Data: A Visual Analytic Tool and Its Evaluation (, , and ), In IEEE Transactions on Visualization and Computer Graphics, volume 14, . [bibtex] [pdf]
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