Publications

2025

1. 

   Mitigating Simplicity Bias in Neural Networks: A Feature Sieve Modification, Regularization, and Self-Supervised Augmentation Approach

   Gaurav Joshi, Parth Narendra Shah, and Rachit Verma

   In ICLR Workshop on Simple and Complex Systems Learning (SCSL), Mar 2025

   Bib HTML PDF

   @inproceedings{joshi2025simplicitybias,
     title = {Mitigating Simplicity Bias in Neural Networks: A Feature Sieve Modification, Regularization, and Self-Supervised Augmentation Approach},
     author = {Joshi, Gaurav and Shah, Parth Narendra and Verma, Rachit},
     booktitle = {ICLR Workshop on Simple and Complex Systems Learning (SCSL)},
     month = mar,
     year = {2025},
   }

2. 

   StingrayGP: Gaussian Process-based Inference for Quasi-periodic Oscillations in Time Series

   Daniela Huppenkoten, Matteo Bachetti, Gaurav Joshi, and 1 more author

   Journal of Open Source Software, Mar 2025

   DOI Bib HTML PDF

   @article{joshi2025stingraygp,
     title = {StingrayGP: Gaussian Process-based Inference for Quasi-periodic Oscillations in Time Series},
     author = {Huppenkoten, Daniela and Bachetti, Matteo and Joshi, Gaurav and Others},
     journal = {Journal of Open Source Software},
     volume = {10},
     number = {94},
     pages = {7389},
     year = {2025},
     doi = {10.21105/joss.07389},
   }