Publications
HierCost: Improving Large Scale Hierarchical Classification with Cost Sensitive Learning
Anveshi Charuvaka, Huzefa Rangwala
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2015 (Acceptance Rate: 23.2%)
Anveshi Charuvaka, Huzefa Rangwala
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2015 (Acceptance Rate: 23.2%)
Approximate Block Coordinate Descent for Large Scale Hierarchical Classification
Anveshi Charuvaka, Huzefa Rangwala
ACM/SIGAPP Symposium On Applied Computing, 2015 (Acceptance Rate: 24%)
Anveshi Charuvaka, Huzefa Rangwala
ACM/SIGAPP Symposium On Applied Computing, 2015 (Acceptance Rate: 24%)
Classifying Protein Sequences using Regularized Multi-task Learning
Anveshi Charuvaka, Huzefa Rangwala
IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol 11, Issue 6., 2014, (Impact Factor: 1.536)
Anveshi Charuvaka, Huzefa Rangwala
IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol 11, Issue 6., 2014, (Impact Factor: 1.536)
Convex Multi-task Learning using Hinge Loss
Anveshi Charuvaka, Huzefa Rangwala
IEEE Symposium on Computational Intelligence and Data Mining, 2014
Anveshi Charuvaka, Huzefa Rangwala
IEEE Symposium on Computational Intelligence and Data Mining, 2014
Machine Learning Approaches for Metagenomics
Huzefa Rangwala, Anveshi Charuvaka, Zeehasham Rasheed
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2014
Huzefa Rangwala, Anveshi Charuvaka, Zeehasham Rasheed
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2014
Classifying documents within multiple hierarchical datasets using multi-task learning
Azad Naik, Anveshi Charuvaka, Huzefa Rangwala
IEEE International Conference on Tools with Artificial Intelligence, 2013 (Acceptance Rate: 25%)
Azad Naik, Anveshi Charuvaka, Huzefa Rangwala
IEEE International Conference on Tools with Artificial Intelligence, 2013 (Acceptance Rate: 25%)
Multi-task learning for classifying proteins using dual hierarchies
Anveshi Charuvaka, Huzefa Rangwala
IEEE 12th International Conference on Data Mining, 2012 (Acceptance Rate: 19.97%)
Anveshi Charuvaka, Huzefa Rangwala
IEEE 12th International Conference on Data Mining, 2012 (Acceptance Rate: 19.97%)
Evaluation of short read metagenomic assembly
Anveshi Charuvaka, Huzefa Rangwala
BioMed Central Genomics 2011, 12(Suppl 2):S8 (Impact Factor 4.04)
Anveshi Charuvaka, Huzefa Rangwala
BioMed Central Genomics 2011, 12(Suppl 2):S8 (Impact Factor 4.04)
Evaluation of short read metagenomic assembly
Anveshi Charuvaka, Huzefa Rangwala
IEEE International Conference on Bioinformatics and Biomedicine, 2010 (Acceptance Rate: 22%)
Anveshi Charuvaka, Huzefa Rangwala
IEEE International Conference on Bioinformatics and Biomedicine, 2010 (Acceptance Rate: 22%)