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ORCIDShikha Singh 0001
Person information
- affiliation: Indraprastha Institute of Information Technology Delhi, New Delhi, India
Other persons with the same name
- Shikha Singh 0002 — Williams College, Department of Computer Science, Williamstown, MA, USA (and 2 more)
- Shikha Singh 0003
![[0000-0003-1204-947X]](https://dblp.org/img/orcid-mark.12x12.png "0000-0003-1204-947X")
— Indian Institute of Technology Dhanbad, Department of Management Studies, India (and 1 more) - Shikha Singh 0004 — Centre for Development of Advanced Computing, Mohali, Punjab, India
- Shikha Singh 0005 — Amity University Lucknow, India
- Shikha Singh 0006 (aka: Shikha 0001, Shikha Mittal 0002) — Jesus and Mary College, New Delhi, India (and 1 more)
- Shikha Singh 0007 — IIT Madras, India
- Shikha Singh 0008 — Indian Institute of Technology Delhi, Department of Electrical Engineering, New Delhi, India
- Shikha Singh 0009 — Symbiosis International University (Deemed), India
- Shikha Singh 0010 — Jaypee Institute of Information Technology, Noida, India
- Shikha Singh 0011 — Bennett University, Uttar Pradesh, India
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2020 – today
- 2022
[j5]Shikha Singh, Emilie Chouzenoux, Giovanni Chierchia, Angshul Majumdar:
Multi-label Deep Convolutional Transform Learning for Non-intrusive Load Monitoring. ACM Trans. Knowl. Discov. Data 16(5): 91:1-91:6 (2022)- [j4]Shikha Singh, Angshul Majumdar:
Multi-Label Deep Blind Compressed Sensing for Low-Frequency Non-Intrusive Load Monitoring. IEEE Trans. Smart Grid 13(1): 4-7 (2022) - [c6]Shikha Singh, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia:
Semi-supervised Deep Convolutional Transform Learning for Hyperspectral Image Classification. ICIP 2022: 206-210 - 2020
- [j3]Shikha Singh, Angshul Majumdar:
Non-Intrusive Load Monitoring via Multi-Label Sparse Representation-Based Classification. IEEE Trans. Smart Grid 11(2): 1799-1801 (2020) - [c5]Shikha Singh, Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia:
Multi-Label Consistent Convolutional Transform Learning: Application to Non-Intrusive Load Monitoring. ICASSP 2020: 4287-4291 - [c4]Shikha Singh, Angshul Majumdar, Stephen Makonin:
Compressive Non-Intrusive Load Monitoring. BuildSys@SenSys 2020: 290-293
2010 – 2019
- 2019
- [j2]Shikha Singh, Angshul Majumdar:
Analysis Co-Sparse Coding for Energy Disaggregation. IEEE Trans. Smart Grid 10(1): 462-470 (2019) - [c3]Sagar Verma, Shikha Singh, Angshul Majumdar:
Multi Label Restricted Boltzmann Machine for Non-intrusive Load Monitoring. ICASSP 2019: 8345-8349 - [i6]Sagar Verma, Shikha Singh, Angshul Majumdar:
Multi Label Restricted Boltzmann Machine for Non-Intrusive Load Monitoring. CoRR abs/1910.08149 (2019) - [i5]Shikha Singh, Angshul Majumdar:
Non-intrusive Load Monitoring via Multi-label Sparse Representation based Classification. CoRR abs/1912.07360 (2019) - [i4]Shikha Singh, Angshul Majumdar:
Deep Sparse Coding for Non-Intrusive Load Monitoring. CoRR abs/1912.12128 (2019) - [i3]Shikha Singh, Angshul Majumdar:
Analysis Co-Sparse Coding for Energy Disaggregation. CoRR abs/1912.12130 (2019) - 2018
- [j1]Shikha Singh, Angshul Majumdar:
Deep Sparse Coding for Non-Intrusive Load Monitoring. IEEE Trans. Smart Grid 9(5): 4669-4678 (2018) - 2017
- [c2]Shikha Singh, Vanika Singhal, Angshul Majumdar:
Deep Blind Compressed Sensing. DCC 2017: 459 - [c1]Vanika Singhal, Shikha Singh, Angshul Majumdar:
How to Train Your Neural Network with Dictionary Learning. DCC 2017: 460 - 2016
- [i2]Shikha Singh, Vanika Singhal, Angshul Majumdar:
Deep Blind Compressed Sensing. CoRR abs/1612.07453 (2016) - [i1]Vanika Singhal, Shikha Singh, Angshul Majumdar:
How to Train Your Deep Neural Network with Dictionary Learning. CoRR abs/1612.07454 (2016)
Coauthor Index
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