Shivani Agarwal
Affiliations:- University of Pennsylvania, USA
- Indian Institute of Science, Bangalore
According to our database1,
Shivani Agarwal
authored at least 57 papers
between 2002 and 2024.
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Bibliography
2024
CoRR, 2024
2022
2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the Algorithmic Learning Theory, 2021
2020
Bayes Consistency vs. H-Consistency: The Interplay between Surrogate Loss Functions and the Scoring Function Class.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Rank Aggregation from Pairwise Comparisons in the Presence of Adversarial Corruptions.
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the Conference on Learning Theory, 2020
2018
Proceedings of the 35th International Conference on Machine Learning, 2018
2017
Neural Comput., 2017
Learning with Limited Rounds of Adaptivity: Coin Tossing, Multi-Armed Bandits, and Ranking from Pairwise Comparisons.
Proceedings of the 30th Conference on Learning Theory, 2017
Predicting Startup Crowdfunding Success through Longitudinal Social Engagement Analysis.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
2016
J. Mach. Learn. Res., 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the 29th Conference on Learning Theory, 2016
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016
2015
Consistent Classification Algorithms for Multi-class Non-Decomposable Performance Metrics.
CoRR, 2015
Bayes Optimal Feature Selection for Supervised Learning with General Performance Measures.
Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
Ranking from Stochastic Pairwise Preferences: Recovering Condorcet Winners and Tournament Solution Sets at the Top.
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of The 28th Conference on Learning Theory, 2015
2014
J. Mach. Learn. Res., 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
On the Statistical Consistency of Plug-in Classifiers for Non-decomposable Performance Measures.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Learning Score Systems for Patient Mortality Prediction in Intensive Care Units via Orthogonal Matching Pursuit.
Proceedings of the 13th International Conference on Machine Learning and Applications, 2014
A Statistical Convergence Perspective of Algorithms for Rank Aggregation from Pairwise Data.
Proceedings of the 31th International Conference on Machine Learning, 2014
GEV-Canonical Regression for Accurate Binary Class Probability Estimation when One Class is Rare.
Proceedings of the 31th International Conference on Machine Learning, 2014
On the Consistency of Output Code Based Learning Algorithms for Multiclass Learning Problems.
Proceedings of The 27th Conference on Learning Theory, 2014
2013
Convex Calibrated Surrogates for Low-Rank Loss Matrices with Applications to Subset Ranking Losses.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
On the Relationship Between Binary Classification, Bipartite Ranking, and Binary Class Probability Estimation.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
SVM<sub>pAUC</sub><sup>tight</sup>: a new support vector method for optimizing partial AUC based on a tight convex upper bound.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
On the Statistical Consistency of Algorithms for Binary Classification under Class Imbalance.
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the COLT 2013, 2013
2012
A Differentially Private Stochastic Gradient Descent Algorithm for Multiparty Classification.
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
2011
The Infinite Push: A New Support Vector Ranking Algorithm that Directly Optimizes Accuracy at the Absolute Top of the List.
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011
2010
J. Chem. Inf. Model., 2010
Proceedings of the Advances in Information Retrieval, 2010
2009
J. Mach. Learn. Res., 2009
2008
Proceedings of the Algorithmic Learning Theory, 19th International Conference, 2008
2006
2005
Proceedings of the Learning Theory, 18th Annual Conference on Learning Theory, 2005
Proceedings of the Learning Theory, 18th Annual Conference on Learning Theory, 2005
Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005
2004
IEEE Trans. Pattern Anal. Mach. Intell., 2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the Computer Vision, 2002