Publications

2022

1. WACV

   Nonnegative Low-Rank Tensor Completion via Dual Formulation With Applications to Image and Video Completion

   Sinha, Tanmay Kumar, Naram, Jayadev, and Kumar, Pawan

   In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision 2022

   Bib HTML

   @inproceedings{sinha2022nonnegative,
     abbr = {WACV},
     title = {Nonnegative Low-Rank Tensor Completion via Dual Formulation With Applications to Image and Video Completion},
     author = {Sinha, Tanmay Kumar and Naram, Jayadev and Kumar, Pawan},
     booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision},
     pages = {3732--3740},
     year = {2022},
     html = {https://openaccess.thecvf.com/content/WACV2022/papers/Sinha_Nonnegative_Low-Rank_Tensor_Completion_via_Dual_Formulation_With_Applications_to_WACV_2022_paper.pdf},
     bibtex_show = {true}
   }

2. CODS-COMAD

   A Riemannian Approach to Extreme Classification Problems

   Naram, Jayadev, Sinha, Tanmay Kumar, and Kumar, Pawan

   In 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD) 2022

   Bib HTML

   @inproceedings{naram2022riemannian,
     abbr = {CODS-COMAD},
     title = {A Riemannian Approach to Extreme Classification Problems},
     author = {Naram, Jayadev and Sinha, Tanmay Kumar and Kumar, Pawan},
     booktitle = {5th Joint International Conference on Data Science \& Management of Data (9th ACM IKDD CODS and 27th COMAD)},
     pages = {54--62},
     year = {2022},
     html = {https://dl.acm.org/doi/pdf/10.1145/3493700.3493714},
     bibtex_show = {true}
   }

2021

1. OPTML

   Structured Low-Rank Tensor Learning

   Naram, Jayadev, Sinha, Tanmay Kumar, and Kumar, Pawan

   OPT, NeurIPS 2021

   Bib HTML

   @article{naram2021structured,
     abbr = {OPTML},
     title = {Structured Low-Rank Tensor Learning},
     author = {Naram, Jayadev and Sinha, Tanmay Kumar and Kumar, Pawan},
     journal = {OPT, NeurIPS},
     volume = {32},
     year = {2021},
     html = {https://opt-ml.org/papers/2021/paper32.pdf},
     bibtex_show = {true}
   }