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Avrajit Ghosh
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 8
Top Topics
Pac Bayes
Health Monitoring
Online Algorithms
Weight Vector
Top Venues
CoRR
ICASSP
SIAM J. Imaging Sci.
ICLR
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Publications
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Avrajit Ghosh
,
Michael T. McCann
,
Madeline Mitchell
,
Saiprasad Ravishankar
Learning Sparsity-Promoting Regularizers Using Bilevel Optimization.
SIAM J. Imaging Sci.
17 (1) (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)