Energy-efficient IoT-health monitoring system using approximate computing A Ghosh, A Raha, A Mukherjee Internet of Things 9, 100166, 2020 | 66 | 2020 |
Implicit regularization in Heavy-ball momentum accelerated stochastic gradient descent A Ghosh, H Lyu, X Zhang, R Wang ICLR-2023 (Spotlight), 2023 | 11 | 2023 |
Bilevel Learning of ℓ 1 Regularizers with Closed-Form Gradients (BLORC) A Ghosh, MT Mccann, S Ravishankar ICASSP 2022, 1491-1495, 2022 | 7 | 2022 |
Learning Sparsity-Promoting Regularizers using Bilevel Optimization A Ghosh, MT McCann, M Mitchell, S Ravishankar SIAM Journal on Imaging Sciences (SIIMS) 17 (1), 31-60, 2024 | 3 | 2024 |
Unlocking Tuning-free Generalization: Minimizing the PAC-Bayes Bound with Trainable Priors X Zhang, A Ghosh, G Liu, R Wang arXiv preprint arXiv:2305.19243, 2023 | 1* | 2023 |