Avrajit Ghosh

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Health Monitoring

Stochastic Gradient Descent

Top Venues

SIAM J. Imaging Sci.

Publications

Guangliang Liu, Milad Afshari, Xitong Zhang, Zhiyu Xue, Avrajit Ghosh, Bidhan Bashyal, Rongrong Wang, Kristen Johnson
Towards Understanding Task-agnostic Debiasing Through the Lenses of Intrinsic Bias and Forgetfulness. CoRR (2024)
Avrajit Ghosh, Michael T. McCann, Madeline Mitchell, Saiprasad Ravishankar
Learning Sparsity-Promoting Regularizers Using Bilevel Optimization. SIAM J. Imaging Sci. 17 (1) (2024)
Avrajit Ghosh, Xitong Zhang, Kenneth K. Sun, Qing Qu, Saiprasad Ravishankar, Rongrong Wang
Optimal Eye Surgeon: Finding Image Priors through Sparse Generators at Initialization. CoRR (2024)
Guangliang Liu, Milad Afshari, Xitong Zhang, Zhiyu Xue, Avrajit Ghosh, Bidhan Bashyal, Rongrong Wang, Kristen Johnson
Towards Understanding Task-agnostic Debiasing Through the Lenses of Intrinsic Bias and Forgetfulness. ACL (Findings) (2024)
Xitong Zhang, Avrajit Ghosh, Guangliang Liu, Rongrong Wang
Auto-tune: PAC-Bayes Optimization over Prior and Posterior for Neural Networks. CoRR (2023)
Avrajit Ghosh, He Lyu, Xitong Zhang, Rongrong Wang
Implicit regularization in Heavy-ball momentum accelerated stochastic gradient descent. ICLR (2023)
Avrajit Ghosh, He Lyu, Xitong Zhang, Rongrong Wang
Implicit regularization in Heavy-ball momentum accelerated stochastic gradient descent. CoRR (2023)
Avrajit Ghosh, Michael T. McCann, Saiprasad Ravishankar
Bilevel Learning of ℓ1 Regularizers with Closed-Form Gradients (BLORC). ICASSP (2022)
Avrajit Ghosh, Michael T. McCann, Madeline Mitchell, Saiprasad Ravishankar
Learning Sparsity-Promoting Regularizers using Bilevel Optimization. CoRR (2022)
Avrajit Ghosh, Michael T. McCann, Saiprasad Ravishankar
Bilevel learning of l1-regularizers with closed-form gradients(BLORC). CoRR (2021)
Avrajit Ghosh, Arnab Raha, Amitava Mukherjee
Energy-Efficient IoT-Health Monitoring System using Approximate Computing. Internet Things 9 (2020)