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Dr P Balamurugan

vidwan id: 158600
Male

Assistant Professor, Industrial Engineering and Operations Research
Indian Institute of Technology Bombay

Expertise

  • Industrial Engineering

Publications

Total Articles 20
Books 0
Proceedings 0

Publications

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Scopus

Citations 282
h-index 6

CrossRef

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Citations 33
h-index 3
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Bio

Theoretical and Practical Aspects of Machine Learning, Data Mining, Optimization for Data Science, Longitudinal Data Analysis and Related Applications

Personal Details

  • Male
  • Assistant Professor , Indian Institute of Technology Bombay
  • Indian Institute of Technology Bombay
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Assistant Professor Oct 2017 – Present
Indian Institute of Technology Bombay | Industrial Engineering and Operations Research

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Co-Authors (6)

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Scholarly Work

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Scholarly Publications

Classifying Diabetic Retinopathy Images Using Induced Deep Region of Interest Extraction

Open Access
Conference Paper
Authors: Kushwaha A.;Balamurugan P.

Modeling label interactions in multi-label classification: A multi-structure SVM perspective

Open Access
Conference Paper
Authors: Kasinikota A.;Balamurugan P.;Shevade S.

Stochastic variance reduction methods for saddle-point problems

Open Access
Conference Paper
Authors: Balamurugan P.;Bach F.
132

Gaussian process pseudo-likelihood models for sequence labeling

Open Access
Conference Paper

ADMM for training sparse structural SVMs with augmented ℓl regularizers

Open Access
Conference Paper
Authors: Balamurgan P.;Posinasetty A.;Shevade S.
5

A simple label switching algorithm for semisupervised structural SVMs

Open Access
Article

Scalable sequential alternating proximal methods for sparse structural SVMs and CRFs

Open Access
Article

Large-scale elastic net regularized linear classification SVMs and logistic regression

Open Access
Conference Paper