Siddartha Devic
Undergraduate Student
Research Interests: Machine Learning, Convex Optimization
Contact
Email: sid.devic [at] utdallas.edu
Biography
Sid is an undergraduate student studying Mathematics and Computer Science at The University of Texas at Dallas. He is currently a senior level student at Department of Computer Science and is mentored by Genya Ishigaki.
He is broadly interested in applying techniques from optimization for learning guarantees. He is also particularly interested in applications of [online] convex optimization.
Publications
| Year | Authors | Paper | [J]ournal / [C]onference |
|---|---|---|---|
| 2020 | Genya Ishigaki, Siddartha Devic, Riti Gour, Jason P. Jue | DeepPR: Progressive Recovery for Interdependent VNFs with Deep Reinforcement Learning | [J] IEEE Journal on Selected Areas in Communications, 2020 |
| 2019 | Genya Ishigaki, Siddartha Devic, Riti Gour, Jason P. Jue | DeepPR: Incremental Recovery for Interdependent VNFs with Deep Reinforcement Learning | [C] IEEE GLOBECOM 2019, Hawaii, December 2019 |