How to Train Your Deep Neural Network with Dictionary Learning. - Vanika Singhal; Shikha Singh 001; Angshul Majumdar (CoRR, 2016)

Deep Blind Compressed Sensing. - Shikha Singh 001; Vanika Singhal; Angshul Majumdar (DCC, 2017)

How to Train Your Neural Network with Dictionary Learning. - Vanika Singhal; Shikha Singh 001; Angshul Majumdar (DCC, 2017)

Deep Sparse Coding for Non-Intrusive Load Monitoring. - Shikha Singh 001; Angshul Majumdar (IEEE Trans. Smart Grid, 2018)

Multi Label Restricted Boltzmann Machine for Non-intrusive Load Monitoring. - Sagar Verma; Shikha Singh 001; Angshul Majumdar (ICASSP, 2019)

Analysis Co-Sparse Coding for Energy Disaggregation. - Shikha Singh 001; Angshul Majumdar (IEEE Trans. Smart Grid, 2019)

Multi-Label Consistent Convolutional Transform Learning: Application to Non-Intrusive Load Monitoring. - Shikha Singh 001; Jyoti Maggu; Angshul Majumdar; Emilie Chouzenoux; Giovanni Chierchia (ICASSP, 2020)

Compressive Non-Intrusive Load Monitoring. - Shikha Singh 001; Angshul Majumdar; Stephen Makonin (BuildSys, 2020)

Non-Intrusive Load Monitoring via Multi-Label Sparse Representation-Based Classification. - Shikha Singh 001; Angshul Majumdar (IEEE Trans. Smart Grid, 2020)

Semi-supervised Deep Convolutional Transform Learning for Hyperspectral Image Classification. - Shikha Singh 001; Angshul Majumdar; Emilie Chouzenoux; Giovanni Chierchia (ICIP, 2022)

Multi-label Deep Convolutional Transform Learning for Non-intrusive Load Monitoring. - Shikha Singh 001; Emilie Chouzenoux; Giovanni Chierchia; Angshul Majumdar (ACM Trans. Knowl. Discov. Data, 2022)

Multi-Label Deep Blind Compressed Sensing for Low-Frequency Non-Intrusive Load Monitoring. - Shikha Singh 001; Angshul Majumdar (IEEE Trans. Smart Grid, 2022)