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Shivani Agarwal
Shivani Agarwal
Verified email at seas.upenn.edu - Homepage
Title
Cited by
Cited by
Year
Learning to detect objects in images via a sparse, part-based representation
S Agarwal, A Awan, D Roth
IEEE transactions on pattern analysis and machine intelligence 26 (11), 1475 …, 2004
12012004
Learning to detect objects in images via a sparse, part-based representation
S Agarwal, A Awan, D Roth
IEEE transactions on pattern analysis and machine intelligence 26 (11), 1475 …, 2004
12002004
Learning a sparse representation for object detection
S Agarwal, D Roth
European conference on computer vision, 113-127, 2002
7682002
Generalization Bounds for the Area Under the ROC Curve.
S Agarwal, T Graepel, R Herbrich, S Har-Peled, D Roth, MI Jordan
Journal of Machine Learning Research 6 (4), 2005
2782005
Predicting clinical response to anticancer drugs using an ex vivo platform that captures tumour heterogeneity
B Majumder, U Baraneedharan, S Thiyagarajan, P Radhakrishnan, ...
Nature communications 6 (1), 1-14, 2015
2462015
A statistical convergence perspective of algorithms for rank aggregation from pairwise data
A Rajkumar, S Agarwal
International Conference on Machine Learning, 118-126, 2014
1672014
Generalization bounds for ranking algorithms via algorithmic stability
S Agarwal, P Niyogi
Journal of Machine Learning Research 10 (Feb), 441-474, 2009
1562009
Ranking on graph data
S Agarwal
Proceedings of the 23rd international conference on Machine learning, 25-32, 2006
1402006
Ranking chemical structures for drug discovery: a new machine learning approach
S Agarwal, D Dugar, S Sengupta
Journal of chemical information and modeling 50 (5), 716-731, 2010
1322010
A differentially private stochastic gradient descent algorithm for multiparty classification
A Rajkumar, S Agarwal
Artificial Intelligence and Statistics, 933-941, 2012
1252012
Stability and generalization of bipartite ranking algorithms
S Agarwal, P Niyogi
International Conference on Computational Learning Theory, 32-47, 2005
992005
On the statistical consistency of algorithms for binary classification under class imbalance
A Menon, H Narasimhan, S Agarwal, S Chawla
International Conference on Machine Learning, 603-611, 2013
882013
The infinite push: A new support vector ranking algorithm that directly optimizes accuracy at the absolute top of the list
S Agarwal
Proceedings of the 2011 SIAM International Conference on Data Mining, 839-850, 2011
812011
On the statistical consistency of plug-in classifiers for non-decomposable performance measures
H Narasimhan, R Vaish, S Agarwal
Advances in Neural Information Processing Systems, 1493-1501, 2014
792014
Learning with limited rounds of adaptivity: Coin tossing, multi-armed bandits, and ranking from pairwise comparisons
A Agarwal, S Agarwal, S Assadi, S Khanna
Conference on Learning Theory, 39-75, 2017
762017
A structural SVM based approach for optimizing partial AUC
H Narasimhan, S Agarwal
International Conference on Machine Learning, 516-524, 2013
722013
Surrogate regret bounds for bipartite ranking via strongly proper losses
S Agarwal
The Journal of Machine Learning Research 15 (1), 1653-1674, 2014
642014
Learning algorithm for ranking on graph data
S Agarwal
US Patent 8,332,333, 2012
542012
SVMpAUCtight a new support vector method for optimizing partial AUC based on a tight convex upper bound
H Narasimhan, S Agarwal
Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013
522013
Generalization bounds for k-partite ranking
S Rajaram, S Agarwal
Proceedings of the NIPS Workshop on Learning to Rank, Vancouver, Canada, 18-23, 2005
522005
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