Avrajit Ghosh

Orcid: 0000-0002-8336-3426

According to our database1, Avrajit Ghosh authored at least 8 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

2020
2021
2022
2023
2024
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1
2
3
4
5
2
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2
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Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2024
Learning Sparsity-Promoting Regularizers Using Bilevel Optimization.
SIAM J. Imaging Sci., March, 2024

Pruning Unrolled Networks (PUN) at Initialization for MRI Reconstruction Improves Generalization.
CoRR, 2024

Optimal Eye Surgeon: Finding image priors through sparse generators at initialization.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Towards Understanding Task-agnostic Debiasing Through the Lenses of Intrinsic Bias and Forgetfulness.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023
Auto-tune: PAC-Bayes Optimization over Prior and Posterior for Neural Networks.
CoRR, 2023

Implicit regularization in Heavy-ball momentum accelerated stochastic gradient descent.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Bilevel Learning of ℓ1 Regularizers with Closed-Form Gradients (BLORC).
Proceedings of the IEEE International Conference on Acoustics, 2022

2020
Energy-Efficient IoT-Health Monitoring System using Approximate Computing.
Internet Things, 2020


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