Scholar
Jayadev Naram
Google Scholar ID: mLTMVrgAAAAJ
Doctoral student, Chalmers University of Technology
Citations & Impact
Citations
17
H-index
2
i10-index
1
Publications
7
Co-authors
2
list available
Publications
Resume (English only)
Academic Achievements
- Paper 'Structured Low-Rank Tensor Learning' accepted to OPT Workshop, NeurIPS 2021; paper 'Nonnegative Low-Rank Tensor Completion via Dual Formulation With Applications to Image and Video Completion' accepted to WACV 2022; paper 'A Riemannian Approach to Extreme Classification Problems' accepted to CODS-COMAD 2022.
Research Experience
- Participated in “Research Week with Google”, a 4-day workshop conducted by Google Research India; worked on applications of Riemannian Optimization to Machine learning problems - Extreme Classification and Low-Rank Tensor Completion for his MS thesis.
Education
- Dual Degree student at IIIT Hyderabad, working under the guidance of Dr. Pawan Kumar for his MS thesis.
Background
- Research interests include Riemannian Optimization, Optimization for Large-Scale Machine Learning, Low-Rank Tensor Completion, Embedding methods to Extreme-Classification, Convex Analysis, Variational Analysis, Saddle-point problems, and Numerical Linear Algebra. Working at CSTAR, IIIT Hyderabad.
Miscellany
- Notes on some research topics and basic math are hosted on this repository - Tex Notes; email is the best way to reach him.
