Ramaswamy, Harish G.

8 publications

JMLR 2024 Consistent Multiclass Algorithms for Complex Metrics and Constraints Harikrishna Narasimhan, Harish G. Ramaswamy, Shiv Kumar Tavker, Drona Khurana, Praneeth Netrapalli, Shivani Agarwal

ALT 2022 Inductive Bias of Gradient Descent for Weight Normalized Smooth Homogeneous Neural Nets Depen Morwani, Harish G. Ramaswamy

ACML 2022 On the Interpretability of Attention Networks Lakshmi Narayan Pandey, Rahul Vashisht, Harish G. Ramaswamy

NeurIPS 2018 On Controllable Sparse Alternatives to SoftMax Anirban Laha, Saneem Ahmed Chemmengath, Priyanka Agrawal, Mitesh Khapra, Karthik Sankaranarayanan, Harish G. Ramaswamy

JMLR 2016 Convex Calibration Dimension for Multiclass Loss Matrices Harish G. Ramaswamy, Shivani Agarwal

COLT 2014 On the Consistency of Output Code Based Learning Algorithms for Multiclass Learning Problems Harish G. Ramaswamy, Balaji Srinivasan Babu, Shivani Agarwal, Robert C. Williamson

NeurIPS 2013 Convex Calibrated Surrogates for Low-Rank Loss Matrices with Applications to Subset Ranking Losses Harish G. Ramaswamy, Shivani Agarwal, Ambuj Tewari

NeurIPS 2012 Classification Calibration Dimension for General Multiclass Losses Harish G. Ramaswamy, Shivani Agarwal