Dhruv Patel

Orcid: 0000-0003-3957-8822

Affiliations:
  • Stanford University, CA, USA
  • University of Southern California, Los Angeles, Department of Mechanical Engineering, CA, USA (former, PhD 2021)


According to our database1, Dhruv Patel authored at least 9 papers between 2019 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Multi-fidelity Hamiltonian Monte Carlo.
CoRR, 2024

2023
A dimension-reduced variational approach for solving physics-based inverse problems using generative adversarial network priors and normalizing flows.
CoRR, 2023

2022
Probabilistic medical image imputation via deep adversarial learning.
Eng. Comput., 2022

Variationally Mimetic Operator Networks.
CoRR, 2022

The efficacy and generalizability of conditional GANs for posterior inference in physics-based inverse problems.
CoRR, 2022

2021
GAN-Based Priors for Quantifying Uncertainty in Supervised Learning.
SIAM/ASA J. Uncertain. Quantification, 2021

Solution of Physics-based Bayesian Inverse Problems with Deep Generative Priors.
CoRR, 2021

2020
GAN-based Priors for Quantifying Uncertainty.
CoRR, 2020

2019
Bayesian Inference with Generative Adversarial Network Priors.
CoRR, 2019


  Loading...