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ORCIDP. Balamurugan 0001
Person information
- affiliation: Indian Institute of Technology (IIT) Bombay, Department of Industrial Engineering and Operations Research, Mumbai, MH, India
Other persons with the same name
- P. Balamurugan — disambiguation page
- P. Balamurugan 0002
![[0000-0001-8394-1129]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0001-8394-1129")
(aka: Balamurugan Perumal) — SRM Institute of Science and Technology, Kattankulathur, TN, India
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2020 – today
- 2024
[j5]Chhavi Sharma, Vishnu Narayanan, P. Balamurugan:
Distributed accelerated gradient methods with restart under quadratic growth condition. J. Glob. Optim. 90(1): 153-215 (2024)- [j4]Akash Saha, P. Balamurugan:
Learning Sparse Graphs for Functional Regression using Graph-induced Operator-valued Kernels. Trans. Mach. Learn. Res. 2024 (2024) - [c13]Vivek Kumar Trivedi, Bheeshm Sharma, P. Balamurugan:
MCDDPM: Multichannel Conditional Denoising Diffusion Model for Unsupervised Anomaly Detection in Brain MRI. CISP-BMEI 2024: 1-6 - [c12]Aayush Patel, Chaitya Dobariya, Dayanand Ambawade, Dhawal Thakkar, P. Balamurugan:
Automatic Tweet Mention Recommendation in X for Reporting Civic Issues - Case Study Based on Mumbai City, India. ISC2 2024: 1-6 - [i6]Vivek Kumar Trivedi, Bheeshm Sharma, P. Balamurugan:
MCDDPM: Multichannel Conditional Denoising Diffusion Model for Unsupervised Anomaly Detection in Brain MRI. CoRR abs/2409.19623 (2024) - 2023
- [c11]Chhavi Sharma, Vishnu Narayanan, P. Balamurugan:
Switch and Conquer: Efficient Algorithms By Switching Stochastic Gradient Oracles For Decentralized Saddle Point Problems. CDC 2023: 1312-1319 - [c10]Bheeshm Sharma, P. Balamurugan:
PB-FELTuCS: Patch-Based Filtering for Enhanced Liver Tumor Classification and Segmentation. MICAD 2023: 153-165 - [i5]Chhavi Sharma, Vishnu Narayanan, P. Balamurugan:
Switch and Conquer: Efficient Algorithms By Switching Stochastic Gradient Oracles For Decentralized Saddle Point Problems. CoRR abs/2309.00997 (2023) - 2020
- [c9]Akash Saha, P. Balamurugan:
Learning with Operator-valued Kernels in Reproducing Kernel Krein Spaces. NeurIPS 2020
2010 – 2019
- 2019
- [c8]Ashutosh Kushwaha, P. Balamurugan:
Classifying Diabetic Retinopathy Images Using Induced Deep Region of Interest Extraction. CISP-BMEI 2019: 1-6 - 2018
- [c7]Anusha Kasinikota, P. Balamurugan, Shirish K. Shevade:
Modeling Label Interactions in Multi-label Classification: A Multi-structure SVM Perspective. PAKDD (1) 2018: 43-55 - 2017
- [j3]Nicolas Flammarion, Balamurugan Palaniappan, Francis R. Bach:
Robust Discriminative Clustering with Sparse Regularizers. J. Mach. Learn. Res. 18: 80:1-80:50 (2017) - 2016
- [c6]P. Balamurugan, Francis R. Bach:
Stochastic Variance Reduction Methods for Saddle-Point Problems. NIPS 2016: 1408-1416 - [c5]P. K. Srijith, P. Balamurugan, Shirish K. Shevade:
Gaussian Process Pseudo-Likelihood Models for Sequence Labeling. ECML/PKDD (1) 2016: 215-231 - [c4]P. Balamurugan, Anusha Posinasetty, Shirish K. Shevade:
ADMM for Training Sparse Structural SVMs with Augmented ℓ1 Regularizers. SDM 2016: 684-692 - [i4]P. Balamurugan, Francis R. Bach:
Stochastic Variance Reduction Methods for Saddle-Point Problems. CoRR abs/1605.06398 (2016) - [i3]Nicolas Flammarion, Balamurugan Palaniappan, Francis R. Bach:
Robust Discriminative Clustering with Sparse Regularizers. CoRR abs/1608.08052 (2016) - 2015
- [j2]P. Balamurugan, Shirish K. Shevade, S. Sundararajan:
A Simple Label Switching Algorithm for Semisupervised Structural SVMs. Neural Comput. 27(10): 2183-2206 (2015) - 2014
- [j1]P. Balamurugan, Shirish K. Shevade, T. Ravindra Babu:
Scalable sequential alternating proximal methods for sparse structural SVMs and CRFs. Knowl. Inf. Syst. 38(3): 599-621 (2014) - 2013
- [c3]P. Balamurugan:
Large-Scale Elastic Net Regularized Linear Classification SVMs and Logistic Regression. ICDM 2013: 949-954 - [i2]P. Balamurugan, Shirish K. Shevade, Sundararajan Sellamanickam:
Large Margin Semi-supervised Structured Output Learning. CoRR abs/1311.2139 (2013) - [i1]P. Balamurugan, Shirish K. Shevade, S. Sundararajan, S. Sathiya Keerthi:
An Empirical Evaluation of Sequence-Tagging Trainers. CoRR abs/1311.2378 (2013) - 2012
- [c2]P. Balamurugan, Shirish K. Shevade, T. Ravindra Babu:
Efficient algorithms for linear summed error structural SVMs. IJCNN 2012: 1-8 - 2011
- [c1]Shirish K. Shevade, P. Balamurugan, S. Sundararajan, S. Sathiya Keerthi:
A Sequential Dual Method for Structural SVMs. SDM 2011: 223-234
Coauthor Index
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