publications

2025

1. Impact of Layer Normalization on Memorization and Learning in Transformers

   Rishi Singhal and Jung-Eun Kim

   Advances in Neural Information Processing Systems, 2025

2024

1. 

   Extracting Usable Predictions from Quantized Networks through Uncertainty Quantification for OOD Detection

   Rishi Singhal and Srinath Srinivasan

   arXiv preprint arXiv:2403.01076, 2024

   Bib HTML

   @article{singhal2024extracting,
     title = {Extracting Usable Predictions from Quantized Networks through Uncertainty Quantification for OOD Detection},
     author = {Singhal, Rishi and Srinivasan, Srinath},
     journal = {arXiv preprint arXiv:2403.01076},
     year = {2024},
   }

2. 

   Beyond words: A topological exploration of coherence in text documents

   Samyak Jain, Rishi Singhal, Sriram Krishna, and 2 more authors

   In The Second Tiny Papers Track at ICLR 2024, 2024

   Bib HTML

   @inproceedings{jain2024beyond,
     title = {Beyond words: A topological exploration of coherence in text documents},
     author = {Jain, Samyak and Singhal, Rishi and Krishna, Sriram and Singla, Yaman K and Shah, Rajiv Ratn},
     booktitle = {The Second Tiny Papers Track at ICLR 2024},
     year = {2024},
   }

2022

1. 

   An ensembling approach using DL & non-DL techniques for detecting brain tumors using MRI scans

   Rishi Singhal, Shailender Gupta, and Poonam Singhal

   In 2022 IEEE International Power and Renewable Energy Conference (IPRECON), 2022

   Bib HTML

   @inproceedings{singhal2022ensembling,
     title = {An ensembling approach using DL \& non-DL techniques for detecting brain tumors using MRI scans},
     author = {Singhal, Rishi and Gupta, Shailender and Singhal, Poonam},
     booktitle = {2022 IEEE International Power and Renewable Energy Conference (IPRECON)},
     pages = {1--6},
     year = {2022},
     organization = {IEEE},
   }

2. 

   Solar-cast: solar power generation prediction from weather forecasts using machine learning

   Rishi Singhal, Poonam Singhal, and Shailender Gupta

   In 2022 IEEE 10th power India international conference (PIICON), 2022

   Bib HTML

   @inproceedings{singhal2022solar,
     title = {Solar-cast: solar power generation prediction from weather forecasts using machine learning},
     author = {Singhal, Rishi and Singhal, Poonam and Gupta, Shailender},
     booktitle = {2022 IEEE 10th power India international conference (PIICON)},
     pages = {1--6},
     year = {2022},
     organization = {IEEE},
   }