Shikha Singh

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 17

Top Topics

Hierarchical Text Categorization

Sparse Representation Based Classification

Dictionary Learning

Top Venues

IEEE Trans. Smart Grid

Publications

Shikha Singh, Émilie Chouzenoux, Giovanni Chierchia, Angshul Majumdar
Multi-label Deep Convolutional Transform Learning for Non-intrusive Load Monitoring. ACM Trans. Knowl. Discov. Data 16 (5) (2022)
Shikha Singh, Angshul Majumdar
Multi-Label Deep Blind Compressed Sensing for Low-Frequency Non-Intrusive Load Monitoring. IEEE Trans. Smart Grid 13 (1) (2022)
Shikha Singh, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia
Semi-supervised Deep Convolutional Transform Learning for Hyperspectral Image Classification. ICIP (2022)
Shikha Singh, Angshul Majumdar
Non-Intrusive Load Monitoring via Multi-Label Sparse Representation-Based Classification. IEEE Trans. Smart Grid 11 (2) (2020)
Shikha Singh, Angshul Majumdar, Stephen Makonin
Compressive Non-Intrusive Load Monitoring. BuildSys@SenSys (2020)
Shikha Singh, Jyoti Maggu, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia
Multi-Label Consistent Convolutional Transform Learning: Application to Non-Intrusive Load Monitoring. ICASSP (2020)
Shikha Singh, Angshul Majumdar
Non-intrusive Load Monitoring via Multi-label Sparse Representation based Classification. CoRR (2019)
Shikha Singh, Angshul Majumdar
Deep Sparse Coding for Non-Intrusive Load Monitoring. CoRR (2019)
Sagar Verma, Shikha Singh, Angshul Majumdar
Multi Label Restricted Boltzmann Machine for Non-intrusive Load Monitoring. ICASSP (2019)
Shikha Singh, Angshul Majumdar
Analysis Co-Sparse Coding for Energy Disaggregation. IEEE Trans. Smart Grid 10 (1) (2019)
Sagar Verma, Shikha Singh, Angshul Majumdar
Multi Label Restricted Boltzmann Machine for Non-Intrusive Load Monitoring. CoRR (2019)
Shikha Singh, Angshul Majumdar
Analysis Co-Sparse Coding for Energy Disaggregation. CoRR (2019)
Shikha Singh, Angshul Majumdar
Deep Sparse Coding for Non-Intrusive Load Monitoring. IEEE Trans. Smart Grid 9 (5) (2018)
Shikha Singh, Vanika Singhal, Angshul Majumdar
Deep Blind Compressed Sensing. DCC (2017)
Vanika Singhal, Shikha Singh, Angshul Majumdar
How to Train Your Neural Network with Dictionary Learning. DCC (2017)
Vanika Singhal, Shikha Singh, Angshul Majumdar
How to Train Your Deep Neural Network with Dictionary Learning. CoRR (2016)
Shikha Singh, Vanika Singhal, Angshul Majumdar
Deep Blind Compressed Sensing. CoRR (2016)