Siddharth Gopal
Siddharth Gopal
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Title
Cited by
Cited by
Year
Multilabel classification with meta-level features
S Gopal, Y Yang
Proceedings of the 33rd international ACM SIGIR conference on Research and …, 2010
852010
Von mises-fisher clustering models
S Gopal, Y Yang
International Conference on Machine Learning, 154-162, 2014
802014
Recursive regularization for large-scale classification with hierarchical and graphical dependencies
S Gopal, Y Yang
Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013
682013
Bayesian models for large-scale hierarchical classification
S Gopal, Y Yang, B Bai, A Niculescu-Mizil
Advances in Neural Information Processing Systems, 2411-2419, 2012
512012
Distributed training of large-scale logistic models
S Gopal, Y Yang
International Conference on Machine Learning, 289-297, 2013
492013
Multilabel classification with meta-level features in a learning-to-rank framework
Y Yang, S Gopal
Machine Learning 88 (1-2), 47-68, 2012
492012
Statistical learning for file-type identification
S Gopal, Y Yang, K Salomatin, J Carbonell
2011 10th international conference on machine learning and applications and …, 2011
382011
Adaptive sampling for SGD by exploiting side information
S Gopal
International Conference on Machine Learning, 364-372, 2016
252016
Hierarchical bayesian inference and recursive regularization for large-scale classification
S Gopal, Y Yang
ACM Transactions on Knowledge Discovery from Data (TKDD) 9 (3), 1-23, 2015
172015
Citedata: a new multi-faceted dataset for evaluating personalized search performance
A Harpale, Y Yang, S Gopal, D He, Z Yue
Proceedings of the 19th ACM international conference on Information and …, 2010
162010
Regularization framework for large scale hierarchical classification
S Gopal, Y Yang, A Niculescu-Mizil
Carnegie Mellon University, 2012
82012
CiteEval for evaluating personalized social web search
Z Yue, A Harpale, D He, J Grady, Y Lin, J Walker, S Gopal, Y Yang
Proceedings of the SIGIR 2009 Workshop on the Future of IR Evaluation, 23-24, 2009
32009
Large-scale structured learning
S Gopal
Carnegie Mellon University, 2014
22014
Transformation-based probabilistic clustering with supervision
S Gopal, Y Yang
Carnegie Mellon University, 2014
12014
File-type identification with incomplete information
S Gopal, Y Yang, K Salomatin, J Carbonell
Proceedings of the Tenth Conference on Machine Learning and Applications …, 2011
12011
Bayesian models for Large-scale Hierarchical Classification
S Gopal, B Bai, Y Yang, A Niculescu-Mizil
Bayesian models for Large-scale Hierarchical Classification (Supplementary Material)
S Gopal, Y Yang, B Bai, A Niculescu-Mizil
Supplementary Material for Transformation-Based Probabilistic Clustering using Supervision
S Gopal, Y Yang
Supplementary Material for Von Mises-Fisher Clustering Models
S Gopal, Y Yang
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Articles 1–19