Charles Elkan, PhD
Affiliations: | 1990- | Computer Science and Engineering | University of California, San Diego, La Jolla, CA |
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"Charles Elkan"Parents
Sign in to add mentor| Prakash Panangaden | grad student | 1990 | Cornell | |
| (Flexible Concurrency Control by Reasoning about Queries and Updates) | ||||
Children
Sign in to add trainee| William Stafford Noble | grad student | 1998 | UCSD |
| Gregory J. Hamerly | grad student | 2003 | UCSD |
| Bianca Zadrozny | grad student | 2003 | UCSD |
| David Kauchak | grad student | 2006 | UCSD |
| Douglas Ross Turnbull | grad student | 2008 | UCSD (Neurotree) |
| Aditya K. Menon | grad student | 2013 | UCSD |
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Publications
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| Kumar A, Vembu S, Menon AK, et al. (2013) Beam search algorithms for multilabel learning Machine Learning. 92: 65-89 |
| 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 |
| Huerta R, Vembu S, Amigó JM, et al. (2012) Inhibition in multiclass classification Neural Computation. 24: 2473-2507 |
| 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 |
| Krallinger M, Vazquez M, Leitner F, et al. (2011) The Protein-Protein Interaction tasks of BioCreative III: classification/ranking of articles and linking bio-ontology concepts to full text. Bmc Bioinformatics. 12: S3 |
| Sehgal AK, Das S, Noto K, et al. (2011) Identifying relevant data for a biological database: handcrafted rules versus machine learning. Ieee/Acm Transactions On Computational Biology and Bioinformatics / Ieee, Acm. 8: 851-7 |
| Atreya A, Elkan C. (2011) Latent semantic indexing (LSI) fails for TREC collections Sigkdd Explorations. 12: 5-10 |
| Menon AK, Elkan C. (2011) Fast algorithms for approximating the singular value decomposition Acm Transactions On Knowledge Discovery From Data. 5 |
| Li W, Guo Q, Elkan C. (2011) Can we model the probability of presence of species without absence data? Ecography. 34: 1096-1105 |