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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
12312004
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
12302004
Learning a sparse representation for object detection
S Agarwal, D Roth
European conference on computer vision, 113-127, 2002
8032002
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
3062005
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
3052015
A statistical convergence perspective of algorithms for rank aggregation from pairwise data
A Rajkumar, S Agarwal
International Conference on Machine Learning, 118-126, 2014
1822014
Generalization bounds for ranking algorithms via algorithmic stability
S Agarwal, P Niyogi
Journal of Machine Learning Research 10 (Feb), 441-474, 2009
1762009
A differentially private stochastic gradient descent algorithm for multiparty classification
A Rajkumar, S Agarwal
Artificial Intelligence and Statistics, 933-941, 2012
1612012
Ranking on graph data
S Agarwal
Proceedings of the 23rd international conference on Machine learning, 25-32, 2006
1472006
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
1462010
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
1212013
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
1062017
Stability and generalization of bipartite ranking algorithms
S Agarwal, P Niyogi
International Conference on Computational Learning Theory, 32-47, 2005
1052005
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
932014
A structural SVM based approach for optimizing partial AUC
H Narasimhan, S Agarwal
International Conference on Machine Learning, 516-524, 2013
872013
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
852011
Surrogate regret bounds for bipartite ranking via strongly proper losses
S Agarwal
The Journal of Machine Learning Research 15 (1), 1653-1674, 2014
772014
Consistent algorithms for multiclass classification with an abstain option
HG Ramaswamy, A Tewari, S Agarwal
Electronic Journal of Statistics 12 (1), 530-554, 2018
682018
Consistent multiclass algorithms for complex performance measures
H Narasimhan, H Ramaswamy, A Saha, S Agarwal
International Conference on Machine Learning, 2398-2407, 2015
652015
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
592013
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