Avrajit Ghosh

According to our database, Avrajit Ghosh authored at least 5 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Learning Sparsity-Promoting Regularizers Using Bilevel Optimization.

Avrajit Ghosh, Michael T. McCann, Madeline Mitchell, Saiprasad Ravishankar

SIAM J. Imaging Sci., March, 2024

2023

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

Xitong Zhang, Avrajit Ghosh, Guangliang Liu, Rongrong Wang

CoRR, 2023

Implicit regularization in Heavy-ball momentum accelerated stochastic gradient descent.

Avrajit Ghosh, He Lyu, Xitong Zhang, Rongrong Wang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Bilevel Learning of ℓ1 Regularizers with Closed-Form Gradients (BLORC).

Avrajit Ghosh, Michael T. McCann, Saiprasad Ravishankar

Proceedings of the IEEE International Conference on Acoustics, 2022

2020

Energy-Efficient IoT-Health Monitoring System using Approximate Computing.

Avrajit Ghosh, Arnab Raha, Amitava Mukherjee

Internet Things, 2020