Shivani Agarwal

1. Convex Calibration Dimension for Multiclass Loss Matrices
   2014/08/12 by Harish G. Ramaswamy, Ramaswamy, Harish G., Shivani Agarwal +1 · 3 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Sparse and Compressive Sensing Techniques
2. Consistent Classification Algorithms for Multi-class Non-Decomposable Performance Metrics
   2015/01/01 by Harish G. Ramaswamy, Harikrishna Narasimhan, Ramaswamy, Harish G. +3 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
3. Consistent Algorithms for Multiclass Classification with a Reject Option
   2015/05/15 by Harish G. Ramaswamy, Ambuj Tewari, Ramaswamy, Harish G. +3 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
4. Support Vector Algorithms for Optimizing the Partial Area Under the ROC\n Curve
   2016/05/13 by Harikrishna Narasimhan, Shivani Agarwal, Narasimhan, Harikrishna +1 · 1 citation
   Computer Science · Medicine · #Imbalanced Data Classification Techniques #Retinal Imaging and Analysis
5. Convex Calibrated Surrogates for the Multi-Label F-Measure
   2020/09/16 by Mingyuan Zhang, Harish G. Ramaswamy, Zhang, Mingyuan +3 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Text and Document Classification Technologies
6. Consistent Multiclass Algorithms for Complex Metrics and Constraints
   2022/10/18 by Harikrishna Narasimhan, Narasimhan, Harikrishna, Harish G. Ramaswamy +9 · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Multiclass Learning from Noisy Labels for Non-decomposable Performance Measures
   2024/02/01 by Mingyuan Zhang, Shivani Agarwal, Zhang, Mingyuan +1 · 1 citation
   Computer Science · Decision Sciences · #Rough Sets and Fuzzy Logic #Multi-Criteria Decision Making #Machine Learning and Data Classification