Jyoti Maggu

About Jyoti Maggu

Jyoti Maggu, With an exceptional h-index of 11 and a recent h-index of 10 (since 2020), a distinguished researcher at Indraprastha Institute of Information Technology, specializes in the field of Machine Learning, Deep Learning, Image Reconstruction, Inverse Problems, Compressed Sensing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Label-consistent Kernel Transform Learning based Sparse Hashing for cross-modal retrieval

Knowledge Fusion with Supervised Deep Analysis Dictionary Learning for Kinship Verification

Kernelized transformed subspace clustering with geometric weights for non-linear manifolds

FILM. LrTL: FusIng MuLtiFocus IMages using Low-rank Transform Learning

Transductive Inversion via Deep Transform Learning

FExR. A-DCNN: Facial Emotion Recognition with Attention mechanism using Deep Convolution Neural Network

ConFuse: Convolutional transform learning fusion framework for multi-channel data analysis

Transformed subspace clustering

Jyoti Maggu Information

University

Position

___

Citations(all)

367

Citations(since 2020)

322

Cited By

157

hIndex(all)

11

hIndex(since 2020)

10

i10Index(all)

13

i10Index(since 2020)

11

Email

University Profile Page

Indraprastha Institute of Information Technology

Google Scholar

View Google Scholar Profile

Jyoti Maggu Skills & Research Interests

Machine Learning

Deep Learning

Image Reconstruction

Inverse Problems

Compressed Sensing

Top articles of Jyoti Maggu

Title

Journal

Author(s)

Publication Date

Label-consistent Kernel Transform Learning based Sparse Hashing for cross-modal retrieval

Available at SSRN 4473322

Jyoti Maggu

2023/8/24

Knowledge Fusion with Supervised Deep Analysis Dictionary Learning for Kinship Verification

Jyoti Maggu

2023/8/23

Kernelized transformed subspace clustering with geometric weights for non-linear manifolds

Neurocomputing

Jyoti Maggu

Angshul Majumdar

2023/2/1

FILM. LrTL: FusIng MuLtiFocus IMages using Low-rank Transform Learning

Jyoti Maggu

Jaspal Kaur Saini

Pratishtha Verma

2022/4/14

Transductive Inversion via Deep Transform Learning

Jyoti Maggu

Shalini Sharma

Angshul Majumdar

2022/8/29

FExR. A-DCNN: Facial Emotion Recognition with Attention mechanism using Deep Convolution Neural Network

Pratishtha Verma

Vasu Aggrawal

Jyoti Maggu

2022/8/4

ConFuse: Convolutional transform learning fusion framework for multi-channel data analysis

Pooja Gupta

Jyoti Maggu

Angshul Majumdar

Emilie Chouzenoux

Giovanni Chierchia

2021/1/18

Transformed subspace clustering

IEEE Transactions on Knowledge and Data Engineering

Jyoti Maggu

Angshul Majumdar

Emilie Chouzenoux

2020/1/24

Deep convolutional transform learning

Jyoti Maggu

Angshul Majumdar

Emilie Chouzenoux

Giovanni Chierchia

2020

Deconfuse: a deep convolutional transform-based unsupervised fusion framework

EURASIP Journal on Advances in Signal Processing

Pooja Gupta

Jyoti Maggu

Angshul Majumdar

Emilie Chouzenoux

Giovanni Chierchia

2020/12

Deeply transformed subspace clustering

Signal Processing

Jyoti Maggu

Angshul Majumdar

Emilie Chouzenoux

Giovanni Chierchia

2020/9/1

Multi-label consistent convolutional transform learning: Application to non-intrusive load monitoring

Shikha Singh

Jyoti Maggu

Angshul Majumdar

Emilie Chouzenoux

Giovanni Chierchia

2020/5/4

See List of Professors in Jyoti Maggu University(Indraprastha Institute of Information Technology)

Co-Authors

H-index: 43
Angshul Majumdar

Angshul Majumdar

Indraprastha Institute of Information Technology

H-index: 20
Giovanni Chierchia

Giovanni Chierchia

ESIEE Paris

H-index: 18
Hemant Kumar Aggarwal

Hemant Kumar Aggarwal

University of Iowa

H-index: 18
Ramy Hussein

Ramy Hussein

Stanford University

H-index: 16
Dr. Kulvinder Singh

Dr. Kulvinder Singh

Kurukshetra University

H-index: 14
Shikha Singh

Shikha Singh

Indraprastha Institute of Information Technology

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