Harish G. Ramaswamy
Artificial Intelligence in Medicine (Canada)(CA)
Publications by Year
Research Areas
Machine Learning and Algorithms, Machine Learning and Data Classification, Imbalanced Data Classification Techniques, Domain Adaptation and Few-Shot Learning, Neural Networks and Applications
Most-Cited Works
- → Ablation-CAM: Visual Explanations for Deep Convolutional Network via Gradient-free Localization(2020)375 cited
- Mixture proportion estimation via kernel embedding of distributions(2016)
- → Consistent algorithms for multiclass classification with an abstain option(2018)33 cited
- → Optimizing the Multiclass F-Measure via Biconcave Programming(2016)29 cited
- Consistent Multiclass Algorithms for Complex Performance Measures(2015)
- Convex Calibrated Surrogates for Low-Rank Loss Matrices with Applications to Subset Ranking Losses(2013)
- On Controllable Sparse Alternatives to Softmax(2018)
- → Convex Calibration Dimension for Multiclass Loss Matrices(2014)20 cited
- → On Knowledge distillation from complex networks for response prediction(2019)17 cited