ML Anthology

S, Durga

4 publications

TMLR 2025 Unified Wisdom: Harnessing Collaborative Learning to Improve Efficacy of Knowledge Distillation Atharva Abhijit Tambat, Durga S, Ganesh Ramakrishnan, Pradeep Shenoy
ICML 2023 Discrete Continuous Optimization Framework for Simultaneous Clustering and Training in Mixture Models Parth Vipul Sangani, Arjun Shashank Kashettiwar, Pritish Chakraborty, Bhuvan Reddy Gangula, Durga S, Ganesh Ramakrishnan, Rishabh K Iyer, Abir De
ICML 2021 GRAD-MATCH: Gradient Matching Based Data Subset Selection for Efficient Deep Model Training Krishnateja Killamsetty, Durga S, Ganesh Ramakrishnan, Abir De, Rishabh Iyer
ICML 2021 Training Data Subset Selection for Regression with Controlled Generalization Error Durga S, Rishabh Iyer, Ganesh Ramakrishnan, Abir De