Jayadev Naram
CSTAR, IIIT Hyderabad
I am a Dual Degree student at IIIT Hyderabad working under the guidance of Dr. Pawan Kumar for my MS thesis.
My research interests are 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. My notes on some of these topics and basic math is hosted on this repository - Tex Notes.
For my MS thesis, I have worked on the applications of Riemannian Optimization to Machine learning problems - Extreme Classification and Low-Rank Tensor Completion.
News
| Feb 8, 2022 | Participated in “Research Week with Google”, a 4-day workshop conducted by Google Research India. |
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| Oct 20, 2021 | Jayadev Naram, Tanmay Kumar Sinha, Pawan Kumar. “Structured Low-Rank Tensor Learning”, accepted to OPT Workshop, NeurIPS 2021. |
| Oct 5, 2021 | Tanmay Kumar Sinha, Jayadev Naram, Pawan Kumar. “Nonnegative Low-Rank Tensor Completion via Dual Formulation With Applications to Image and Video Completion”, accepted to WACV 2022. |
| Oct 1, 2021 | Jayadev Naram, Tanmay Kumar Sinha, Pawan Kumar. “A Riemannian Approach to Extreme Classification Problems” accepted to CODS-COMAD 2022. |
| May 24, 2021 | Converted from B. Tech CSE to Dual Degree CSE under the guidance of Dr. Pawan Kumar. |