Sanketh Vedula

selected publications

1. ICML Workshop

   Continuous Vector Quantile Regression

   Vedula, S., Tallini, I., Rosenberg, A., Pegoraro, M., Rodola, E., Romano, Y., and Bronstein, A.

   In ICML Workshop on New Frontiers in Learning, Control, and Dynamical Systems 2023
2. ICML Workshop

   Vector Quantile Regression on Manifolds

   Pegoraro, M.,  Vedula, S., Rosenberg, A., Tallini, I., Rodola, E., and Bronstein, A.

   In ICML Workshop on New Frontiers in Learning, Control, and Dynamical Systems 2023
3. MSML

   Spectral Geometric Matrix Completion

   Boyarski, A.,  Vedula, S., and Bronstein, A.

   In Proceedings of the Second Mathematical and Scientific Machine Learning Conference (MSML), 2021

   Bib

   @inproceedings{boyarski2021spectral,
     bibtex_show = {true},
     abbr = {MSML},
     title = {Spectral Geometric Matrix Completion},
     author = {Boyarski, A. and Vedula, S. and Bronstein, A.},
     booktitle = {Proceedings of the Second Mathematical and Scientific Machine Learning Conference (MSML),},
     year = {2021},
     selected = {true}
   }

4. ICLR

   Fast Nonlinear Vector Quantile Regression

   Rosenberg, A.,  Vedula, S., Romano, Y., and Bronstein, A.

   In Proc. International Conference on Learning Representations (ICLR), 2023

   Bib HTML

   @inproceedings{rosenberg2023fast,
     bibtex_show = {true},
     abbr = {ICLR},
     title = {Fast Nonlinear Vector Quantile Regression},
     author = {Rosenberg, A. and Vedula, S. and Romano, Y. and Bronstein, A.},
     booktitle = {Proc. International Conference on Learning Representations (ICLR),},
     html = {https://arxiv.org/abs/2205.14977},
     year = {2023},
     selected = {true}
   }