Joonseok Lee
- Research Area(s)
- Data Mining and Modeling
- Machine Intelligence
- Machine Perception
Co-Authors
Google Publications
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LLORMA: Local Low-Rank Matrix Approximation
Joonseok Lee, Seungyeon Kim, Guy Lebanon, Yoram Singer, Samy Bengio
Journal of Machine Learning Research (JMLR), vol. 17 (2016), pp. 1-24
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Joonseok Lee, Samy Bengio, Seungyeon Kim, Guy Lebanon, Yoram Singer
Proceedings of the 23rd International World Wide Web Conference (WWW), ACM (2014)
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Local Low-Rank Matrix Approximation
Joonseok Lee, Seungyeon Kim, Guy Lebanon, Yoram Singer
Proceedings of the 30th International Conference on Machine Learning (ICML), Journal of Machine Learning Research (2013)
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Matrix Approximation under Local Low-Rank Assumption
Joonseok Lee, Seungyeon Kim, Guy Lebanon, Yoram Singer
The Learning Workshop in International Conference on Learning Representations (ICLR) (2013)
Previous Publications
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Estimating Temporal Dynamics of Human Emotions
Seungyeon Kim, Joonseok Lee, Guy Lebanon, Haesun Park
Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI) (2015)
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Leveraging Knowledge Bases for Contextual Entity Exploration
Joonseok Lee, Ariel Fuxman, Bo Zhao, Yuanhua Lv
Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), ACM (2015)
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Local Approaches for Collaborative Filtering
Ph.D. Thesis (2015), pp. 1-158
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Local Context Sparse Coding
Seungyeon Kim, Joonseok Lee, Guy Lebanon, Haesun Park
Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI) (2015)
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A Rapid Screening and Testing Protocol for Keyboard Layout Speed Comparison
Joonseok Lee, Hanggjun Cho, R. I. (Bob) McKay
IEEE Transactions on Human-Machine Systems, vol. 45 (2014), pp. 2168-2291
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Learning Multiple-Question Decision Trees for Cold-Start Recommendation
Mingxuan Sun, Fuxin Li, Joonseok Lee, Ke Zhou, Guy Lebanon, Hongyuan Zha
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM), ACM (2013)
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A Comparative Study of Collaborative Filtering Algorithms
Joonseok Lee, Mingxuan Sun, Guy Lebanon
ArXiv 1205:3193 (2012)
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Automatic Feature Induction for Stagewise Collaborative Filtering
Joonseok Lee, Mingxuan Sun, Seungyeon Kim, Guy Lebanon
Advances in Neural Information Processing Systems (NIPS) (2012)
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PREA: Personalized Recommendation Algorithms Toolkit
Joonseok Lee, Mingxuan Sun, Guy Lebanon
Journal of Machine Learning Research (JMLR), vol. 13 (2012), pp. 2699-2703
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Rapid Screening of Keyboard Layouts
Joonseok Lee, Hanggjun Cho, R. I. (Bob) McKay
Proceedings of IEEE International Conference on Systems, Man, and Cybernetics (SMC), IEEE (2012)
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Optimizing a Personalized Cellphone Keypad
Joonseok Lee, R. I. (Bob) McKay
Proceedings of the 5th International Conference on Convergence and Hybrid Information Technology (ICHIT) (2011), pp. 237-244



