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Shivani Agarwal 0001

◀ ▶ joint publications with Harikrishna Narasimhan

> Home > Persons > Shivani Agarwal 0001

Publications

2022
[i7]
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  - journals/corr/abs-2210-09695
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  - https://dblp.org/rec/journals/corr/abs-2210-09695
Harikrishna Narasimhan, Harish G. Ramaswamy, Shiv Kumar Tavker, Drona Khurana, Praneeth Netrapalli, Shivani Agarwal:
Consistent Multiclass Algorithms for Complex Metrics and Constraints. CoRR abs/2210.09695 (2022)
2017
[j8]
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  - journals/neco/Narasimhan017
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Harikrishna Narasimhan, Shivani Agarwal:
Support Vector Algorithms for Optimizing the Partial Area under the ROC Curve. Neural Comput. 29(7): 1919-1963 (2017)
2016
[c32]
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  - conf/ijcai/Narasimhan0P16
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Harikrishna Narasimhan, Shivani Agarwal, David C. Parkes:
Automated Mechanism Design without Money via Machine Learning. IJCAI 2016: 433-439
[i5]
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  - journals/corr/Narasimhan016
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Harikrishna Narasimhan, Shivani Agarwal:
Support Vector Algorithms for Optimizing the Partial Area Under the ROC Curve. CoRR abs/1605.04337 (2016)
2015
[c26]
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  - conf/icml/NarasimhanRS015
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Harikrishna Narasimhan, Harish G. Ramaswamy, Aadirupa Saha, Shivani Agarwal:
Consistent Multiclass Algorithms for Complex Performance Measures. ICML 2015: 2398-2407
[c25]
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  - conf/uai/AhmedN015
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C. G. Saneem Ahmed, Harikrishna Narasimhan, Shivani Agarwal:
Bayes Optimal Feature Selection for Supervised Learning with General Performance Measures. UAI 2015: 171-180
[i4]
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  - journals/corr/RamaswamyN015
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Harish G. Ramaswamy, Harikrishna Narasimhan, Shivani Agarwal:
Consistent Classification Algorithms for Multi-class Non-Decomposable Performance Metrics. CoRR abs/1501.00287 (2015)
2014
[c22]
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  - conf/icml/0001NKA14
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Arpit Agarwal, Harikrishna Narasimhan, Shivaram Kalyanakrishnan, Shivani Agarwal:
GEV-Canonical Regression for Accurate Binary Class Probability Estimation when One Class is Rare. ICML 2014: 1989-1997
[c21]
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  - conf/icmla/SahaDNS014
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Aadirupa Saha, Chandrahas Dewangan, Harikrishna Narasimhan, Sriram Sampath, Shivani Agarwal:
Learning Score Systems for Patient Mortality Prediction in Intensive Care Units via Orthogonal Matching Pursuit. ICMLA 2014: 93-98
[c20]
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  - conf/nips/NarasimhanV014
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Harikrishna Narasimhan, Rohit Vaish, Shivani Agarwal:
On the Statistical Consistency of Plug-in Classifiers for Non-decomposable Performance Measures. NIPS 2014: 1493-1501
2013
[c17]
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  - conf/icml/NarasimhanA13
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Harikrishna Narasimhan, Shivani Agarwal:
A Structural SVM Based Approach for Optimizing Partial AUC. ICML (1) 2013: 516-524
[c16]
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  - conf/icml/MenonNAC13
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Aditya Krishna Menon, Harikrishna Narasimhan, Shivani Agarwal, Sanjay Chawla:
On the Statistical Consistency of Algorithms for Binary Classification under Class Imbalance. ICML (3) 2013: 603-611
[c15]
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  - conf/kdd/NarasimhanA13
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Harikrishna Narasimhan, Shivani Agarwal:
SVM_pAUC^tight: a new support vector method for optimizing partial AUC based on a tight convex upper bound. KDD 2013: 167-175
[c13]
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Harikrishna Narasimhan, Shivani Agarwal:
On the Relationship Between Binary Classification, Bipartite Ranking, and Binary Class Probability Estimation. NIPS 2013: 2913-2921

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