Jyoti Maggu

Simultaneous Detection of Multiple Appliances From Smart-Meter Measurements via Multi-Label Consistent Deep Dictionary Learning and Deep Transform Learning

Vanika Singhal, Jyoti Maggu, Angshul Majumdar · IEEE Transactions on Smart Grid · 2018 · 106 citations

Engineering, Machine Learning, Aggregate Smart-meter Reading +18

Deeply transformed subspace clustering

Jyoti Maggu, Angshul Majumdar, Émilie Chouzenoux et al. · Signal Processing · 2020 · 31 citations · Full text

Machine Vision, Image Analysis, Data Science +4

Kernel transform learning

Jyoti Maggu, Angshul Majumdar · Pattern Recognition Letters · 2017 · 28 citations

Machine Vision, Image Analysis, Machine Learning +8

Unsupervised Deep Transform Learning

Jyoti Maggu, Angshul Majumdar · 2018 · 23 citations

Data Augmentation, Deep Neural Networks, Machine Vision +13

Label-Consistent Transform Learning for Hyperspectral Image Classification

Jyoti Maggu, Hemant Kumar Aggarwal, Angshul Majumdar · IEEE Geoscience and Remote Sensing Letters · 2019 · 21 citations

Image Classification, Image Analysis, Machine Learning +14