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Shikha Singh

Orcid: 0000-0001-6255-9086

Affiliations:
  • Indraprastha Institute of Information Technology Delhi, New Delhi, India


According to our database1, Shikha Singh authored at least 12 papers between 2016 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

Online presence:

On csauthors.net:

Bibliography

2022
Multi-Label Deep Blind Compressed Sensing for Low-Frequency Non-Intrusive Load Monitoring.
[BibTeX]
[DOI]
Shikha Singh
,
Angshul Majumdar
IEEE Trans. Smart Grid, 2022

Multi-label Deep Convolutional Transform Learning for Non-intrusive Load Monitoring.
[BibTeX]
[DOI]
Shikha Singh
,
Émilie Chouzenoux
,
Giovanni Chierchia
,
Angshul Majumdar
ACM Trans. Knowl. Discov. Data, 2022

Semi-supervised Deep Convolutional Transform Learning for Hyperspectral Image Classification.
[BibTeX]
[DOI]
Shikha Singh
,
Angshul Majumdar
,
Émilie Chouzenoux
,
Giovanni Chierchia
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2020
Non-Intrusive Load Monitoring via Multi-Label Sparse Representation-Based Classification.
[BibTeX]
[DOI]
Shikha Singh
,
Angshul Majumdar
IEEE Trans. Smart Grid, 2020

Compressive Non-Intrusive Load Monitoring.
[BibTeX]
[DOI]
Shikha Singh
,
Angshul Majumdar
,
Stephen Makonin
Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020

Multi-Label Consistent Convolutional Transform Learning: Application to Non-Intrusive Load Monitoring.
[BibTeX]
[DOI]
Shikha Singh
,
Jyoti Maggu
,
Angshul Majumdar
,
Émilie Chouzenoux
,
Giovanni Chierchia
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Analysis Co-Sparse Coding for Energy Disaggregation.
[BibTeX]
[DOI]
Shikha Singh
,
Angshul Majumdar
IEEE Trans. Smart Grid, 2019

Multi Label Restricted Boltzmann Machine for Non-intrusive Load Monitoring.
[BibTeX]
[DOI]
Sagar Verma
,
Shikha Singh
,
Angshul Majumdar
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Deep Sparse Coding for Non-Intrusive Load Monitoring.
[BibTeX]
[DOI]
Shikha Singh
,
Angshul Majumdar
IEEE Trans. Smart Grid, 2018

2017
How to Train Your Neural Network with Dictionary Learning.
[BibTeX]
[DOI]
Vanika Singhal
,
Shikha Singh
,
Angshul Majumdar
Proceedings of the 2017 Data Compression Conference, 2017

Deep Blind Compressed Sensing.
[BibTeX]
[DOI]
Shikha Singh
,
Vanika Singhal
,
Angshul Majumdar
Proceedings of the 2017 Data Compression Conference, 2017

2016
How to Train Your Deep Neural Network with Dictionary Learning.
[BibTeX]
[DOI]
Vanika Singhal
,
Shikha Singh
,
Angshul Majumdar
CoRR, 2016


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