| 2025 | ICLR | Learning Dynamics of Deep Matrix Factorization Beyond the Edge of Stability. | Avrajit Ghosh, Soo Min Kwon, Rongrong Wang, Saiprasad Ravishankar, Qing Qu |
| 2024 | ACL | Towards Understanding Task-agnostic Debiasing Through the Lenses of Intrinsic Bias and Forgetfulness. | Guangliang Liu, Milad Afshari, Xitong Zhang, Zhiyu Xue, Avrajit Ghosh, Bidhan Bashyal, Rongrong Wang, Kristen Marie Johnson |
| 2024 | ACSSC | Pruning Unrolled Networks (PUN) at Initialization for MRI Reconstruction Improves Generalization. | Shijun Liang, Evan Bell, Avrajit Ghosh, Saiprasad Ravishankar |
| 2024 | ICML | Optimal Eye Surgeon: Finding image priors through sparse generators at initialization. | Avrajit Ghosh, Xitong Zhang, Kenneth K. Sun, Qing Qu, Saiprasad Ravishankar, Rongrong Wang |
| 2023 | ICLR | Implicit regularization in Heavy-ball momentum accelerated stochastic gradient descent. | Avrajit Ghosh, He Lyu, Xitong Zhang, Rongrong Wang |
| 2022 | ICASSP | Bilevel Learning of ℓ1 Regularizers with Closed-Form Gradients (BLORC). | Avrajit Ghosh, Michael T. McCann, Saiprasad Ravishankar |