Shikha Singh

17 papers B 3Misc 2Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2022 J jnl
Multi-Label Deep Blind Compressed Sensing for Low-Frequency Non-Intrusive Load Monitoring.
IEEE Trans. Smart Grid
Shikha Singh, Angshul Majumdar
2022 J jnl
Multi-label Deep Convolutional Transform Learning for Non-intrusive Load Monitoring.
ACM Trans. Knowl. Discov. Data
Shikha Singh, Emilie Chouzenoux, Giovanni Chierchia, Angshul Majumdar
2022 B conf
Semi-supervised Deep Convolutional Transform Learning for Hyperspectral Image Classification.
ICIP
Shikha Singh, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2020 — conf
Compressive Non-Intrusive Load Monitoring.
BuildSys
Shikha Singh, Angshul Majumdar, Stephen Makonin
2020 Misc conf
Multi-Label Consistent Convolutional Transform Learning: Application to Non-Intrusive Load Monitoring.
ICASSP
Shikha Singh, Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2020 J jnl
Non-Intrusive Load Monitoring via Multi-Label Sparse Representation-Based Classification.
IEEE Trans. Smart Grid
Shikha Singh, Angshul Majumdar
2019 J jnl
Analysis Co-Sparse Coding for Energy Disaggregation.
CoRR
Shikha Singh, Angshul Majumdar
2019 J jnl
Analysis Co-Sparse Coding for Energy Disaggregation.
IEEE Trans. Smart Grid
Shikha Singh, Angshul Majumdar
2019 J jnl
Deep Sparse Coding for Non-Intrusive Load Monitoring.
CoRR
Shikha Singh, Angshul Majumdar
2019 J jnl
Multi Label Restricted Boltzmann Machine for Non-Intrusive Load Monitoring.
CoRR
Sagar Verma, Shikha Singh, Angshul Majumdar
2019 Misc conf
Multi Label Restricted Boltzmann Machine for Non-intrusive Load Monitoring.
ICASSP
Sagar Verma, Shikha Singh, Angshul Majumdar
2019 J jnl
Non-intrusive Load Monitoring via Multi-label Sparse Representation based Classification.
CoRR
Shikha Singh, Angshul Majumdar
2018 J jnl
Deep Sparse Coding for Non-Intrusive Load Monitoring.
IEEE Trans. Smart Grid
Shikha Singh, Angshul Majumdar
2017 B conf
Deep Blind Compressed Sensing.
DCC
Shikha Singh, Vanika Singhal, Angshul Majumdar
2017 B conf
How to Train Your Neural Network with Dictionary Learning.
DCC
Vanika Singhal, Shikha Singh, Angshul Majumdar
2016 J jnl
Deep Blind Compressed Sensing.
CoRR
Shikha Singh, Vanika Singhal, Angshul Majumdar
2016 J jnl
How to Train Your Deep Neural Network with Dictionary Learning.
CoRR
Vanika Singhal, Shikha Singh, Angshul Majumdar