Aditya K. Menon, Ph.D.

Affiliations: 
2013 Computer Science and Engineering University of California, San Diego, La Jolla, CA 
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"Aditya Menon"

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Charles Elkan grad student 2013 UCSD
 (Latent feature models for dyadic prediction.)
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Publications

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Menon AK, Jiang X, Kim J, et al. (2014) Detecting Inappropriate Access to Electronic Health Records Using Collaborative Filtering. Machine Learning. 95: 87-101
Yessenov K, Tulsiani S, Menon A, et al. (2013) A colorful approach to text processing by example Uist 2013 - Proceedings of the 26th Annual Acm Symposium On User Interface Software and Technology. 495-504
Kumar A, Vembu S, Menon AK, et al. (2013) Beam search algorithms for multilabel learning Machine Learning. 92: 65-89
Menon AK, Tamuz O, Gulwani S, et al. (2013) A machine learning framework for programming by example 30th International Conference On Machine Learning, Icml 2013. 187-195
Menon AK, Narasimhan H, Agarwal S, et al. (2013) On the statistical consistency of algorithms for binary classification under class imbalance 30th International Conference On Machine Learning, Icml 2013. 1640-1648
Menon AK, Jiang XJ, Vembu S, et al. (2012) Predicting accurate probabilities with a ranking loss. Machine Learning : Proceedings of the International Conference. International Conference On Machine Learning. 2012: 703-710
Kumar A, Vembu S, Menon AK, et al. (2012) Learning and inference in probabilistic classifier chains with beam search Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7523: 665-680
Menon AK, Jiang X, Vembu S, et al. (2012) Predicting accurate probabilities with a ranking loss Proceedings of the 29th International Conference On Machine Learning, Icml 2012. 1: 703-710
Menon AK, Chitrapura KP, Garg S, et al. (2011) Response prediction using collaborative filtering with hierarchies and side-information Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 141-149
Menon AK, Elkan C. (2011) Fast algorithms for approximating the singular value decomposition Acm Transactions On Knowledge Discovery From Data. 5
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