Avrajit Ghosh | DeepAI

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Featured Co-authors

Saiprasad Ravishankar
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Rongrong Wang
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Michael T. McCann
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Xitong Zhang
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He Lyu
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Guangliang Liu
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Madeline Mitchell
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research

∙ 05/30/2023

Auto-tune: PAC-Bayes Optimization over Prior and Posterior for Neural Networks

It is widely recognized that the generalization ability of neural networ...

0 Xitong Zhang, et al. ∙

research

∙ 02/02/2023

Implicit regularization in Heavy-ball momentum accelerated stochastic gradient descent

It is well known that the finite step-size (h) in Gradient Descent (GD) ...

0 Avrajit Ghosh, et al. ∙

research

∙ 07/18/2022

Learning Sparsity-Promoting Regularizers using Bilevel Optimization

We present a method for supervised learning of sparsity-promoting regula...

0 Avrajit Ghosh, et al. ∙

research

∙ 11/21/2021

Bilevel learning of l1-regularizers with closed-form gradients(BLORC)

We present a method for supervised learning of sparsity-promoting regula...

0 Avrajit Ghosh, et al. ∙