Publications in pubs.bib - Type: Inproceedings
2023
[30] 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]
[29] Context-aware Feature Selection and Classification ( and ), In Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), . [bibtex] [pdf]
2022
[28] 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]
[27] Reducing Cross-Topic Political Homogenization in Content-Based News Recommendation (, , , and ), In Proceedings of the 16th ACM Conference on Recommender Systems, Association for Computing Machinery, . [bibtex] [url] [doi]
[26] Leaders or Followers? A Temporal Analysis of Tweets from IRA Trolls (, , , , and ), In Proceedings of the International AAAI Conference on Web and Social Media, . [bibtex] [url] [doi]
2021
[25] The Interaction between Political Typology and Filter Bubbles in News Recommendation Algorithms (, , , and ), In WWW '21: Proceedings of the Web Conference, . [bibtex] [pdf] [doi]
[24] Relational Classification of Biological Cells in Microscopy Images ( and ), In AAAI Conference on Artificial Intelligence, . [bibtex] [pdf]
2019
[23] Hindsight Analysis of the Chicago Food Inspection Forecasting Model (, and ), In Proceedings of AAAI FSS-19: Artificial Intelligence in Government and Public Sector, . [bibtex] [pdf]
2016
[22] Towards Learning with Feature-Based Explanations for Document Classification ( and ), In IJCAI Workshop on BeyondLabeler - Human is More than a Labeler, . [bibtex] [pdf]
[21] Active Learning with Rationales for Identifying Operationally Significant Anomalies in Aviation (, , , , and ), In Proceedings of European Conference on Machine Learning and Principles and Practice of Knowledge Discovery (ECML-PKDD), . [bibtex] [pdf]
[20] 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
[19] Active Learning with Rationales for Text Classification (, and ), In North American Chapter of the Association for Computational Linguistics – Human Language Technologies, . [bibtex] [pdf]
2014
[18] Anytime Active Learning (, and ), In AAAI Conference on Artificial Intelligence, . [bibtex] [pdf]
[17] Dynamic Bayesian Network Modeling of Vascularization in Engineered Tissues (, and ), In Proceedings of the Eleventh UAI Bayesian Modeling Applications Workshop, . [bibtex] [pdf]
2013
[16] Most-Surely vs. Least-Surely Uncertain ( and ), In Proceedings of International Conference on Data Mining (ICDM), . [bibtex] [pdf]
[15] 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]
2012
[14] Active Query Selection for Learning Rankers ( and ), In ACM SIGIR Conference on Research and Development in Information Retrieval, . [bibtex] [pdf]
[13] Combining Active Learning and Dynamic Dimensionality Reduction (), In SIAM International Conference on Data Mining (SDM), . [bibtex] [pdf]
2011
[12] Active Inference for Retrieval in Camera Networks (, , , and ), In Workshop on Person Oriented Vision, . [bibtex] [pdf]
2010
[11] Active Learning for Networked Data (, and ), In Proceedings of the 27th International Conference on Machine Learning (ICML-10), . [bibtex] [pdf]
[10] Active Inference for Collective Classification ( and ), In Twenty-Fourth Conference on Artificial Intelligence (AAAI NECTAR Track), . [bibtex] [pdf]
2009
[9] Efficient Resource-constrained Retrospective Analysis of Long Video Sequences (, , and ), In NIPS Workshop on Adaptive Sensing, Active Learning and Experimental Design: Theory, Methods and Applications, . [bibtex] [pdf]
[8] Link-based Active Learning ( and ), In NIPS Workshop on Analyzing Networks and Learning with Graphs, . [bibtex] [pdf]
2008
[7] Effective Label Acquisition for Collective Classification ( and ), In ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, . [bibtex] [pdf]
2007
[6] VOILA: Efficient Feature-value Acquisition for Classification ( and ), In AAAI '07: Proceedings of the 22nd National Conference on Artificial Intelligence, . [bibtex] [pdf]
[5] Combining Collective Classification and Link Prediction (, and ), In Workshop on Mining Graphs and Complex Structures at the IEEE International Conference on Data Mining (ICDM-2007), . [bibtex] [pdf]
2006
[4] D-Dupe: An Interactive Tool for Entity Resolution in Social Networks (, , and ), In Visual Analytics Science and Technology (VAST), . [bibtex] [pdf]
2005
[3] D-Dupe: An Interactive Tool for Entity Resolution in Social Networks (, , and ), In International Symposium on Graph Drawing (Patrick Healy, Nikola S. Nikolov, eds.), Springer, volume 3843, . [bibtex] [pdf]
[2] Capital and Benefit in Social Networks (, , and ), In ACM SIGKDD Workshop on Link Analysis and Group Detection (LinkKDD), . [bibtex] [pdf]
[1] Explaining Recommendations: Satisfaction vs. Promotion ( and ), In Proceedings of Beyond Personalization 2005: A Workshop on the Next Stage of Recommender Systems Research at the 2005 International Conference on Intelligent User Interfaces, . [bibtex] [pdf]
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