Energy-efficient IoT-health monitoring system using approximate computing A Ghosh, A Raha, A Mukherjee Internet of Things 9, 100166, 2020 | 74 | 2020 |
Implicit regularization in Heavy-ball momentum accelerated stochastic gradient descent A Ghosh, H Lyu, X Zhang, R Wang International Conference on Learning Representations, ICLR (Spotlight), 2023 | 18 | 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 |
Optimal Eye Surgeon: Finding Image Priors through Sparse Generators at Initialization A Ghosh, X Zhang, KK Sun, Q Qu, S Ravishankar, R Wang International Conference on Machine Learning (ICML), 2024 | 3 | 2024 |
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 |
Improving Generalization of Complex Models under Unbounded Loss Using PAC-Bayes Bounds X Zhang, A Ghosh, G Liu, R Wang Transactions on Machine Learning Research (TMLR), 2024 | 2* | 2024 |
Towards Understanding Task-agnostic Debiasing Through the Lenses of Intrinsic Bias and Forgetfulness G Liu, M Afshari, X Zhang, Z Xue, A Ghosh, B Bashyal, R Wang, ... Annual Meeting of the Association for Computational Linguistics (ACL), 2024 | | 2024 |