Ramaswamy, Harish G.

1. Mixture Proportion Estimation via Kernel Embedding of Distributions
   2016/03/08 by Ramaswamy, Harish G., Scott, Clayton, Tewari, Ambuj · 12 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Convex Calibration Dimension for Multiclass Loss Matrices
   2014/08/12 by Harish G. Ramaswamy, Ramaswamy, Harish G., Shivani Agarwal +1 · 6 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
3. On Controllable Sparse Alternatives to Softmax
   2018/10/29 by Anirban Laha, Laha, Anirban, Saneem Chemmengath +9 · 4 citations
   Computer Science · Physics and Astronomy · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Parallel Computing and Optimization Techniques
4. Consistent Algorithms for Multiclass Classification with a Reject Option
   2015/05/15 by Harish G. Ramaswamy, Ambuj Tewari, Ramaswamy, Harish G. +3 · 3 citations
   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
5. Consistent Multiclass Algorithms for Complex Metrics and Constraints
   2022/10/18 by Harikrishna Narasimhan, Narasimhan, Harikrishna, Harish G. Ramaswamy +9 · 3 citations
   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)
6. Consistent Classification Algorithms for Multi-class Non-Decomposable Performance Metrics
   2015/01/01 by Harish G. Ramaswamy, Ramaswamy, Harish G., Harikrishna Narasimhan +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
7. 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