R. Jyothi

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 14

Top Topics

Multinomial Logistic Regression

Activity Detection

Nonnegative Matrix Factorization

Top Venues

Signal Process.

IEEE Commun. Lett.

Publications

R. Jyothi, Prabhu Babu
TELET: A monotonic algorithm to design large dimensional equiangular tight frames for applications in compressed sensing. Signal Process. 195 (2022)
R. Jyothi, Prabhu Babu
PIANO: A fast parallel iterative algorithm for multinomial and sparse multinomial logistic regression. Signal Process. 194 (2022)
C. S. Arvind, Aditi Totla, Tanisha Jain, Nandini Sinha, R. Jyothi, K. Aditya, Keerthan, Mohammed Farhan, G. Sumukh, Guruprasad Ak
Deep Learning Based Plant Disease Classification With Explainable AI and Mitigation Recommendation. SSCI (2021)
R. Jyothi, Prabhu Babu, Petre Stoica
Design of High-Dimensional Grassmannian Frames via Block Minorization Maximization. IEEE Commun. Lett. 25 (11) (2021)
R. Jyothi, Prabhu Babu
norm linear regression via Majorization Minimization with an application to semi-supervised graph learning. CoRR (2021)
R. Jyothi, Prabhu Babu, Y. Wang, Z. Tian
DYANOM - Dykstra's projection based atomic norm solver. Signal Process. 182 (2021)
R. Jyothi, Prabhu Babu, Mohammad Alaee-Kerahroodi
SLOPE: A monotonic algorithm to design sequences with good autocorrelation properties by minimizing the peak sidelobe level. Digit. Signal Process. 116 (2021)
G. Deepank, Shivani Bisht, Aditya Verma, R. Tharun Raj, R. Jyothi
Crop Disease Auto-localization and Classification. ICAIDS (2021)
R. Jyothi, Prabhu Babu
SOLVIT: A Reference-Free Source Localization Technique Using Majorization Minimization. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
C. S. Arvind, R. Jyothi, K. Kaushal, G. Girish, R. Saurav, G. Chetankumar
Edge Computing Based Smart Aquaponics Monitoring System Using Deep Learning in IoT Environment. SSCI (2020)
R. Jyothi, Prabhu Babu
PIANO: A Fast Parallel Iterative Algorithm for Multinomial and Sparse Multinomial Logistic Regression. CoRR (2020)
R. Jyothi, Prabhu Babu, Rajendar Bahl
Novel Algorithms Based on Majorization Minimization for Nonnegative Matrix Factorization. IEEE Access 7 (2019)
C. S. Arvind, R. Jyothi, K. Mahalakshmi, C. K. Vaishnavi, U. Apoorva
Vision Based Driver Assistance for Near Range Obstacle Sensing under Unstructured Traffic Environment. SSCI (2019)
Anshul Thakur, R. Jyothi, Padmanabhan Rajan, Aroor Dinesh Dileep
Rapid bird activity detection using probabilistic sequence kernels. EUSIPCO (2017)