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Durga Sivasubramanian
Durga Sivasubramanian
Research Scholar, Computer Science and Engineering, Indian Institute of Technology Bombay
Verified email at cse.iitb.ac.in
Title
Cited by
Cited by
Year
Glister: Generalization based data subset selection for efficient and robust learning
K Killamsetty, D Sivasubramanian, G Ramakrishnan, R Iyer
Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 8110-8118, 2021
1522021
Grad-match: Gradient matching based data subset selection for efficient deep model training
K Killamsetty, S Durga, G Ramakrishnan, A De, R Iyer
International Conference on Machine Learning, 5464-5474, 2021
1492021
Effective Evaluation of Deep Active Learning on Image Classification Tasks
N Beck, D Sivasubramanian, A Dani, G Ramakrishnan, R Iyer
arXiv preprint arXiv:2106.15324, 2021
292021
Training Data Subset Selection for Regression with Controlled Generalization Error
S Durga, R Iyer, G Ramakrishnan, A De
International Conference on Machine Learning, 9202-9212, 2021
232021
Adaptive mixing of auxiliary losses in supervised learning
D Sivasubramanian, A Maheshwari, AP Prathosh, P Shenoy, ...
52023
Partitioned Gradient Matching-based Data Subset Selection for Compute-Efficient Robust ASR Training
A Mittal, D Sivasubramanian, R Iyer, P Jyothi, G Ramakrishnan
arXiv preprint arXiv:2210.16892, 2022
32022
Gradient Coreset for Federated Learning
D Sivasubramanian, L Nagalapatti, R Iyer, G Ramakrishnan
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
2024
Using Early Readouts to Mediate Featural Bias in Distillation
R Tiwari, D Sivasubramanian, A Mekala, G Ramakrishnan, P Shenoy
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
2024
Discrete Continuous Optimization Framework for Simultaneous Clustering and Training in Mixture Models
PV Sangani, AS Kashettiwar, P Chakraborty, BR Gangula, S Durga, ...
2023
Learning Mixture Models with Simultaneous Data Partitioning and Parameter Estimation
PV Sangani, AS Kashettiwar, S Durga, G Ramakrishnan, RK Iyer, A De
2022
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